Data | KOINEU

MergeRec: Model Merging for Data-Isolated Cross-Domain Sequential Recommendation

📝 Original Info Title: MergeRec: Model Merging for Data-Isolated Cross-Domain Sequential Recommendation ArXiv ID: 2601.01753 Date: 2026-01-05 Authors: Hyunsoo Kim, Jaewan Moon, Seongmin Park, Jongwuk Lee 📝 Abstract Modern recommender systems trained …

January 05, 2026

Data Information Retrieval Computer Science Model

Surprisal and Metaphor Novelty Judgments: Moderate Correlations and Divergent Scaling Effects Revealed by Corpus-Based and Synthetic Datasets

📝 Original Info Title: Surprisal and Metaphor Novelty Judgments: Moderate Correlations and Divergent Scaling Effects Revealed by Corpus-Based and Synthetic Datasets ArXiv ID: 2601.02015 Date: 2026-01-05 Authors: Omar Momen, Emilie Sitter, Berenike …

January 05, 2026

NLP Data Computer Science

Bridging the Data Gap: Creating a Hindi Text Summarization Dataset from the English XSUM

📝 Original Info Title: Bridging the Data Gap: Creating a Hindi Text Summarization Dataset from the English XSUM ArXiv ID: 2601.01543 Date: 2026-01-04 Authors: Praveenkumar Katwe, RakeshChandra Balabantaray, Kaliprasad Vittala 📝 Abstract 📄 Full …

January 04, 2026

NLP Data Computer Science

EscherVerse: An Open World Benchmark and Dataset for Teleo-Spatial Intelligence with Physical-Dynamic and Intent-Driven Understanding

📝 Original Info Title: EscherVerse: An Open World Benchmark and Dataset for Teleo-Spatial Intelligence with Physical-Dynamic and Intent-Driven Understanding ArXiv ID: 2601.01547 Date: 2026-01-04 Authors: Tianjun Gu, Chenghua Gong, Jingyu Gong, …

January 04, 2026

Computer Vision Data Computer Science

Bridging the Semantic Gap for Categorical Data Clustering via Large Language Models

📝 Original Info Title: Bridging the Semantic Gap for Categorical Data Clustering via Large Language Models ArXiv ID: 2601.01162 Date: 2026-01-03 Authors: Zihua Yang, Xin Liao, Yiqun Zhang, Yiu-ming Cheung 📝 Abstract Categorical data are prevalent in …

January 03, 2026

Data Machine Learning Computer Science Model

Data-Driven Assessment of Concrete Mixture Compositions on Chloride Transport via Standalone Machine Learning Algorithms

📝 Original Info Title: Data-Driven Assessment of Concrete Mixture Compositions on Chloride Transport via Standalone Machine Learning Algorithms ArXiv ID: 2601.01009 Date: 2026-01-03 Authors: Mojtaba Aliasghar-Mamaghani, Mohammadreza Khalafi 📝 …

January 03, 2026

Data Machine Learning Computer Science Learning

Enhanced Leukemic Cell Classification Using Attention-Based CNN and Data Augmentation

📝 Original Info Title: Enhanced Leukemic Cell Classification Using Attention-Based CNN and Data Augmentation ArXiv ID: 2601.01026 Date: 2026-01-03 Authors: Douglas Costa Braga, Daniel Oliveira Dantas 📝 Abstract We present a reproducible deep learning …

January 03, 2026

Computer Vision Data Computer Science

ks-lit-3m: A 3.1 million word kashmiri text dataset for large language model pretraining

📝 Original Info Title: ks-lit-3m: A 3.1 million word kashmiri text dataset for large language model pretraining ArXiv ID: 2601.01091 Date: 2026-01-03 Authors: Haq Nawaz Malik 📝 Abstract Large Language Models (LLMs) demonstrate remarkable fluency …

January 03, 2026

NLP Data Computer Science Model

Scalable Data-Driven Reachability Analysis and Control via Koopman Operators with Conformal Coverage Guarantees

📝 Original Info Title: Scalable Data-Driven Reachability Analysis and Control via Koopman Operators with Conformal Coverage Guarantees ArXiv ID: 2601.01076 Date: 2026-01-03 Authors: Devesh Nath, Haoran Yin, Glen Chou 📝 Abstract We propose a scalable …

January 03, 2026

Electrical Engineering and Systems Science Data Analysis

Detecting Performance Degradation under Data Shift in Pathology Vision-Language Model

📝 Original Info Title: Detecting Performance Degradation under Data Shift in Pathology Vision-Language Model ArXiv ID: 2601.00716 Date: 2026-01-02 Authors: Hao Guan, Li Zhou 📝 Abstract Vision-Language Models have demonstrated strong potential in …

January 02, 2026

Computer Vision Data Computer Science Model

Do LLMs Judge Distantly Supervised Named Entity Labels Well? Constructing the JudgeWEL Dataset

📝 Original Info Title: Do LLMs Judge Distantly Supervised Named Entity Labels Well? Constructing the JudgeWEL Dataset ArXiv ID: 2601.00411 Date: 2026-01-01 Authors: Alistair Plum, Laura Bernardy, Tharindu Ranasinghe 📝 Abstract We present judgeWEL, a …

January 01, 2026

NLP Data Computer Science

SymSeqBench: a unified framework for the generation and analysis of rule-based symbolic sequences and datasets

📝 Original Info Title: SymSeqBench: a unified framework for the generation and analysis of rule-based symbolic sequences and datasets ArXiv ID: 2512.24977 Date: 2025-12-31 Authors: Barna Zajzon, Younes Bouhadjar, Maxime Fabre, Felix Schmidt, Noah …

December 31, 2025

Quantitative Biology Framework Data Analysis

Can Small Training Runs Reliably Guide Data Curation? Rethinking Proxy-Model Practice

📝 Original Info Title: Can Small Training Runs Reliably Guide Data Curation? Rethinking Proxy-Model Practice ArXiv ID: 2512.24503 Date: 2025-12-30 Authors: Jiachen T. Wang, Tong Wu, Kaifeng Lyu, James Zou, Dawn Song, Ruoxi Jia, Prateek Mittal 📝 …

December 30, 2025

Data Machine Learning Computer Science Model

Causify DataFlow: A Framework For High-performance Machine Learning Stream Computing

📝 Original Info Title: Causify DataFlow: A Framework For High-performance Machine Learning Stream Computing ArXiv ID: 2512.23977 Date: 2025-12-30 Authors: Giacinto Paolo Saggese, Paul Smith 📝 Abstract same DAG can be run in a Jupyter notebook for …

December 30, 2025

Computer Science Data Machine Learning Learning Framework

OptRot: Mitigating Weight Outliers via Data-Free Rotations for Post-Training Quantization

📝 Original Info Title: OptRot: Mitigating Weight Outliers via Data-Free Rotations for Post-Training Quantization ArXiv ID: 2512.24124 Date: 2025-12-30 Authors: Advait Gadhikar, Riccardo Grazzi, James Hensman 📝 Abstract The presence of outliers in …

December 30, 2025

Machine Learning Computer Science Data

AGRO-SQL: Agentic Group-Relative Optimization with High-Fidelity Data Synthesis

📝 Original Info Title: AGRO-SQL: Agentic Group-Relative Optimization with High-Fidelity Data Synthesis ArXiv ID: 2512.23366 Date: 2025-12-29 Authors: Cehua Yang, Dongyu Xiao, Junming Lin, Yuyang Song, Hanxu Yan, Shawn Guo, Wei Zhang, Jian Yang, …

December 29, 2025

Databases Data Computer Science

Drift-Based Dataset Stability Benchmark

📝 Original Info Title: Drift-Based Dataset Stability Benchmark ArXiv ID: 2512.23762 Date: 2025-12-28 Authors: Dominik Soukup, Richard Plný, Daniel Vašata, Tomáš Čejka 📝 Abstract Machine learning (ML) represents an efficient and popular approach for …

December 28, 2025

Machine Learning Computer Science Data

How Much Data Is Enough? Uniform Convergence Bounds for Generative & Vision-Language Models under Low-Dimensional Structure

📝 Original Info Title: How Much Data Is Enough? Uniform Convergence Bounds for Generative & Vision-Language Models under Low-Dimensional Structure ArXiv ID: 2512.23109 Date: 2025-12-28 Authors: Paul M. Thompson 📝 Abstract Modern generative and …

December 28, 2025

Data Machine Learning Computer Science Model

Coherent Source Subsampling: A Data-Driven Strategy for Restoring Causal-Acausal Symmetry in Ambient Seismic Wavefield Correlations

📝 Original Info Title: Coherent Source Subsampling: A Data-Driven Strategy for Restoring Causal-Acausal Symmetry in Ambient Seismic Wavefield Correlations ArXiv ID: 2512.10448 Date: 2025-12-11 Authors: Sanket Narayan Bajad, Pawan Bharadwaj 📝 Abstract …

December 11, 2025

Data

D2M: A Decentralized, Privacy-Preserving, Incentive-Compatible Data Marketplace for Collaborative Learning

📝 Original Info Title: D2M: A Decentralized, Privacy-Preserving, Incentive-Compatible Data Marketplace for Collaborative Learning ArXiv ID: 2512.10372 Date: 2025-12-11 Authors: Yash Srivastava, Shalin Jain, Sneha Awathare, Nitin Awathare 📝 Abstract …

December 11, 2025

Data Learning

Hierarchical Dataset Selection for High-Quality Data Sharing

📝 Original Info Title: Hierarchical Dataset Selection for High-Quality Data Sharing ArXiv ID: 2512.10952 Date: 2025-12-11 Authors: Xiaona Zhou, Yingyan Zeng, Ran Jin, Ismini Lourentzou 📝 Abstract The success of modern machine learning hinges on …

December 11, 2025

Data

Phythesis: Physics-Guided Evolutionary Scene Synthesis for Energy-Efficient Data Center Design via LLMs

📝 Original Info Title: Phythesis: Physics-Guided Evolutionary Scene Synthesis for Energy-Efficient Data Center Design via LLMs ArXiv ID: 2512.10611 Date: 2025-12-11 Authors: Minghao LI, Ruihang Wang, Rui Tan, Yonggang Wen 📝 Abstract Data center (DC) …

December 11, 2025

Data

Textual Data Bias Detection and Mitigation -- An Extensible Pipeline with Experimental Evaluation

📝 Original Info Title: Textual Data Bias Detection and Mitigation – An Extensible Pipeline with Experimental Evaluation ArXiv ID: 2512.10734 Date: 2025-12-11 Authors: Rebekka Görge, Sujan Sai Gannamaneni, Tabea Naeven, Hammam Abdelwahab, Héctor …

December 11, 2025

Data Detection

A Physics-Constrained, Design-Driven Methodology for Defect Dataset Generation in Optical Lithography

📝 Original Info Title: A Physics-Constrained, Design-Driven Methodology for Defect Dataset Generation in Optical Lithography ArXiv ID: 2512.09001 Date: 2025-12-09 Authors: Yuehua Hu, Jiyeong Kong, Dong-yeol Shin, Jaekyun Kim, Kyung-Tae Kang 📝 …

December 09, 2025

Data

AI-Driven Expansion and Application of the Alexandria Database

📝 Original Info Title: AI-Driven Expansion and Application of the Alexandria Database ArXiv ID: 2512.09169 Date: 2025-12-09 Authors: Théo Cavignac, Jonathan Schmidt, Pierre-Paul De Breuck, Antoine Loew, Tiago F. T. Cerqueira, Hai-Chen Wang, Anton …

December 09, 2025

Data

Differentially Private Synthetic Data Generation Using Context-Aware GANs

📝 Original Info Title: Differentially Private Synthetic Data Generation Using Context-Aware GANs ArXiv ID: 2512.08869 Date: 2025-12-09 Authors: Anantaa Kotal, Anupam Joshi 📝 Abstract The widespread use of big data across various sectors has brought …

December 09, 2025

Data

A Comprehensive Study of Supervised Machine Learning Models for Zero-Day Attack Detection: Analyzing Performance on Imbalanced Data

📝 Original Info Title: A Comprehensive Study of Supervised Machine Learning Models for Zero-Day Attack Detection: Analyzing Performance on Imbalanced Data ArXiv ID: 2512.07030 Date: 2025-12-07 Authors: Zahra Lotfi, Mostafa Lotfi 📝 Abstract Among the …

December 07, 2025

Learning Data Detection Model

Phase-OTDR Event Detection Using Image-Based Data Transformation and Deep Learning

📝 Original Info Title: Phase-OTDR Event Detection Using Image-Based Data Transformation and Deep Learning ArXiv ID: 2512.05830 Date: 2025-12-05 Authors: Muhammet Cagri Yeke, Samil Sirin, Kivilcim Yuksel, Abdurrahman Gumus 📝 Abstract This study …

December 05, 2025

Data Detection Learning

Uncertainty-Aware Data-Efficient AI: An Information-Theoretic Perspective

📝 Original Info Title: Uncertainty-Aware Data-Efficient AI: An Information-Theoretic Perspective ArXiv ID: 2512.05267 Date: 2025-12-04 Authors: Osvaldo Simeone, Yaniv Romano 📝 Abstract In context-specific applications such as robotics, …

December 04, 2025

Data

Breast Cell Segmentation Under Extreme Data Constraints: Quantum Enhancement Meets Adaptive Loss Stabilization

📝 Original Info Title: Breast Cell Segmentation Under Extreme Data Constraints: Quantum Enhancement Meets Adaptive Loss Stabilization ArXiv ID: 2512.02302 Date: 2025-12-02 Authors: Varun Kumar Dasoju, Qingsu Cheng, Zeyun Yu 📝 Abstract Annotating …

December 02, 2025

Data

How to DP-fy Your Data: A Practical Guide to Generating Synthetic Data With Differential Privacy

📝 Original Info Title: How to DP-fy Your Data: A Practical Guide to Generating Synthetic Data With Differential Privacy ArXiv ID: 2512.03238 Date: 2025-12-02 Authors: Natalia Ponomareva, Zheng Xu, H. Brendan McMahan, Peter Kairouz, Lucas Rosenblatt, …

December 02, 2025

Data

RoleMotion: A Large-Scale Dataset towards Robust Scene-Specific Role-Playing Motion Synthesis with Fine-grained Descriptions

📝 Original Info Title: RoleMotion: A Large-Scale Dataset towards Robust Scene-Specific Role-Playing Motion Synthesis with Fine-grained Descriptions ArXiv ID: 2512.01582 Date: 2025-12-01 Authors: Junran Peng, Yiheng Huang, Silei Shen, Zeji Wei, …

December 01, 2025

Data

Slip, Differentiate, Observe: State and Parameter Estimation for Rate and State Friction from Noisy Data

📝 Original Info Title: Slip, Differentiate, Observe: State and Parameter Estimation for Rate and State Friction from Noisy Data ArXiv ID: 2512.01705 Date: 2025-12-01 Authors: David Michael Riley, Diego Gutiérrez-Oribio, Ioannis Stefanou 📝 Abstract …

December 01, 2025

Data

Social Media Data Mining of Human Behaviour during Bushfire Evacuation

📝 Original Info Title: Social Media Data Mining of Human Behaviour during Bushfire Evacuation ArXiv ID: 2512.01262 Date: 2025-12-01 Authors: Junfeng Wu, Xiangmin Zhou, Erica Kuligowski, Dhirendra Singh, Enrico Ronchi, Max Kinateder 📝 Abstract …

December 01, 2025

Data

Fine-tuning of lightweight large language models for sentiment classification on heterogeneous financial textual data

📝 Original Info Title: Fine-tuning of lightweight large language models for sentiment classification on heterogeneous financial textual data ArXiv ID: 2512.00946 Date: 2025-11-30 Authors: Alvaro Paredes Amorin, Andre Python, Christoph Weisser 📝 …

November 30, 2025

Data Model

RecruitView: A Multimodal Dataset for Predicting Personality and Interview Performance for Human Resources Applications

📝 Original Info Title: RecruitView: A Multimodal Dataset for Predicting Personality and Interview Performance for Human Resources Applications ArXiv ID: 2512.00450 Date: 2025-11-29 Authors: Amit Kumar Gupta, Farhan Sheth, Hammad Shaikh, Dheeraj …

November 29, 2025

Data

Adaptive Dataset Quantization: A New Direction for Dataset Pruning

📝 Original Info Title: Adaptive Dataset Quantization: A New Direction for Dataset Pruning ArXiv ID: 2512.05987 Date: 2025-11-28 Authors: Chenyue Yu, Jianyu Yu 📝 Abstract This paper addresses the challenges of storage and communication costs for …

November 28, 2025

Data

The Immutable Tensor Architecture: A Pure Dataflow Approach for Secure, Energy-Efficient AI Inference

📝 Original Info Title: The Immutable Tensor Architecture: A Pure Dataflow Approach for Secure, Energy-Efficient AI Inference ArXiv ID: 2511.22889 Date: 2025-11-28 Authors: Fang Li 📝 Abstract The deployment of Large Language Models (LLMs) on consumer …

November 28, 2025

Data

DeXposure: A Dataset and Benchmarks for Inter-protocol Credit Exposure in Decentralized Financial Networks

📝 Original Info Title: DeXposure: A Dataset and Benchmarks for Inter-protocol Credit Exposure in Decentralized Financial Networks ArXiv ID: 2511.22314 Date: 2025-11-27 Authors: Wenbin Wu, Kejiang Qian, Alexis Lui, Christopher Jack, Yue Wu, Peter …

November 27, 2025

Network Data

CoreEval: Automatically Building Contamination-Resilient Datasets with Real-World Knowledge toward Reliable LLM Evaluation

📝 Original Info Title: CoreEval: Automatically Building Contamination-Resilient Datasets with Real-World Knowledge toward Reliable LLM Evaluation ArXiv ID: 2511.18889 Date: 2025-11-24 Authors: Jingqian Zhao, Bingbing Wang, Geng Tu, Yice Zhang, …

November 24, 2025

Data

No Image

When Can We Answer Queries Using Result-Bounded Data Interfaces?

📝 Original Info Title: When Can We Answer Queries Using Result-Bounded Data Interfaces? ArXiv ID: 1810.07822 Date: 2023-06-22 Authors: Antoine Amarilli and Michael Benedikt 📝 Abstract We consider answering queries on data available through access …

June 22, 2023

Databases Logic Computer Science Data

Panel Data Quantile Regression for Treatment Effect Models

📝 Original Info Title: Panel Data Quantile Regression for Treatment Effect Models ArXiv ID: 2001.04324 Date: 2021-11-18 Authors: Takuya Ishihara 📝 Abstract In this study, we develop a novel estimation method for quantile treatment effects (QTE) under …

November 18, 2021

Statistics Data Economics Model

Saddlepoint approximations for spatial panel data models

📝 Original Info Title: Saddlepoint approximations for spatial panel data models ArXiv ID: 2001.10377 Date: 2021-07-14 Authors: Chaonan Jiang, Davide La Vecchia, Elvezio Ronchetti, Olivier Scaillet 📝 Abstract We develop new higher-order asymptotic …

July 14, 2021

Statistics Model Data Economics Mathematics

Towards Scalable Dataframe Systems

📝 Original Info Title: Towards Scalable Dataframe Systems ArXiv ID: 2001.00888 Date: 2020-06-03 Authors: Devin Petersohn, Stephen Macke, Doris Xin, William Ma, Doris Lee, Xiangxi Mo, Joseph E. Gonzalez, Joseph M. Hellerstein, Anthony D. Joseph, …

June 03, 2020

Databases Data Computer Science System

AdaptivFloat: A Floating-point based Data Type for Resilient Deep Learning Inference

📝 Original Info Title: AdaptivFloat: A Floating-point based Data Type for Resilient Deep Learning Inference ArXiv ID: 1909.13271 Date: 2020-02-12 Authors: Thierry Tambe, En-Yu Yang, Zishen Wan, Yuntian Deng, Vijay Janapa Reddi, Alexander Rush, David …

February 12, 2020

Hardware Architecture Statistics Computer Science Machine Learning Data Learning

Nonlinear PCA for Spatio-Temporal Analysis of Earth Observation Data

📝 Original Info Title: Nonlinear PCA for Spatio-Temporal Analysis of Earth Observation Data ArXiv ID: 2002.04539 Date: 2020-02-12 Authors: Diego Bueso, Maria Piles, Gustau Camps-Valls 📝 Abstract Remote sensing observations, products and simulations …

February 12, 2020

Analysis Data Physics

A Scalable Framework for Quality Assessment of RDF Datasets

📝 Original Info Title: A Scalable Framework for Quality Assessment of RDF Datasets ArXiv ID: 2001.11100 Date: 2020-01-31 Authors: Gezim Sejdiu, Anisa Rula, Jens Lehmann, and Hajira Jabeen 📝 Abstract Over the last years, Linked Data has grown …

January 31, 2020

Performance Computer Science Databases Data Framework

Genetic Programming for Evolving a Front of Interpretable Models for Data Visualisation

📝 Original Info Title: Genetic Programming for Evolving a Front of Interpretable Models for Data Visualisation ArXiv ID: 2001.09578 Date: 2020-01-29 Authors: Andrew Lensen, Bing Xue, Mengjie Zhang 📝 Abstract Data visualisation is a key tool in data …

January 29, 2020

Computer Science Model Neural Computing Data Computer Vision

SERAD: Soft Error Resilient Asynchronous Design using a Bundled Data Protocol

📝 Original Info Title: SERAD: Soft Error Resilient Asynchronous Design using a Bundled Data Protocol ArXiv ID: 2001.04039 Date: 2020-01-23 Authors: Sai Aparna Aketi and Smriti Gupta and Huimei Cheng and Joycee Mekie and Peter A. Beerel 📝 Abstract The …

January 23, 2020

Hardware Architecture Data Computer Science

Sabrina: Modeling and Visualization of Economy Data with Incremental Domain Knowledge

📝 Original Info Title: Sabrina: Modeling and Visualization of Economy Data with Incremental Domain Knowledge ArXiv ID: 1908.07479 Date: 2020-01-09 Authors: Alessio Arleo, Christos Tsigkanos, Chao Jia, Roger A. Leite, Ilir Murturi, Manfred …

January 09, 2020

Computer Science Model HCI Quantitative Finance Data

Computation-Aware Data Aggregation

📝 Original Info Title: Computation-Aware Data Aggregation ArXiv ID: 1806.05701 Date: 2019-11-14 Authors: Bernhard Haeupler and D Ellis Hershkowitz and Anson Kahng and Ariel D. Procaccia 📝 Abstract Data aggregation is a fundamental primitive in …

November 14, 2019

Data Structures Distributed Computing Data Computer Science

No Image

Indian EmoSpeech Command Dataset: A dataset for emotion based speech recognition in the wild

📝 Original Info Title: Indian EmoSpeech Command Dataset: A dataset for emotion based speech recognition in the wild ArXiv ID: 1910.13801 Date: 2019-10-31 Authors: Subham Banga, Ujjwal Upadhyay, Piyush Agarwal, Aniket Sharma and Prerana Mukherjee 📝 …

October 31, 2019

Audio Processing Sound Computer Science Electrical Engineering and Systems Science Data Multimedia

Dataspace: A Reconfigurable Hybrid Reality Environment for Collaborative Information Analysis

📝 Original Info Title: Dataspace: A Reconfigurable Hybrid Reality Environment for Collaborative Information Analysis ArXiv ID: 1903.03700 Date: 2019-03-12 Authors: Marco Cavallo, Mishal Dholakia, Matous Havlena, Kenneth Ocheltree, Mark Podlaseck 📝 …

March 12, 2019

Analysis Data Computer Science HCI

Rethinking the Artificial Neural Networks: A Mesh of Subnets with a Central Mechanism for Storing and Predicting the Data

📝 Original Info Title: Rethinking the Artificial Neural Networks: A Mesh of Subnets with a Central Mechanism for Storing and Predicting the Data ArXiv ID: 1901.01462 Date: 2019-01-08 Authors: Usman Ahmad, Hong Song, Awais Bilal, Shahid Mahmood, Asad …

January 08, 2019

Neural Computing Data Computer Science Network

No Image

Datasets of Android Applications: a Literature Review

📝 Original Info Title: Datasets of Android Applications: a Literature Review ArXiv ID: 1809.10069 Date: 2018-09-27 Authors: Franz-Xaver Geiger, Ivano Malavolta 📝 Abstract Mobile phones and tablets have become the most widely used computing devices, …

September 27, 2018

Data Computer Science Software Engineering

No Image

Selecting Machine-Translated Data for Quick Bootstrapping of a Natural Language Understanding System

📝 Original Info Title: Selecting Machine-Translated Data for Quick Bootstrapping of a Natural Language Understanding System ArXiv ID: 1805.09119 Date: 2018-05-24 Authors: Judith Gaspers and Penny Karanasou and Rajen Chatterjee 📝 Abstract This paper …

May 24, 2018

NLP Data Computer Science System

No Image

Differential Privacy for Growing Databases

📝 Original Info Title: Differential Privacy for Growing Databases ArXiv ID: 1803.06416 Date: 2018-03-20 Authors: Rachel Cummings, Sara Krehbiel, Kevin A. Lai, Uthaipon Tantipongpipat 📝 Abstract We study the design of differentially private algorithms …

March 20, 2018

Data Structures Databases Data Computer Science

No Image

Differential Message Importance Measure: A New Approach to the Required Sampling Number in Big Data Structure Characterization

📝 Original Info Title: Differential Message Importance Measure: A New Approach to the Required Sampling Number in Big Data Structure Characterization ArXiv ID: 1801.07083 Date: 2018-01-23 Authors: Shanyun Liu, Rui She and Pingyi Fan 📝 Abstract Data …

January 23, 2018

Statistics Numerical Analysis Computer Science Data Information Theory Mathematics

Big Data Meets HPC Log Analytics: Scalable Approach to Understanding Systems at Extreme Scale

📝 Original Info Title: Big Data Meets HPC Log Analytics: Scalable Approach to Understanding Systems at Extreme Scale ArXiv ID: 1708.06884 Date: 2017-08-24 Authors: Byung H. Park, Saurabh Hukerikar, Ryan Adamson, Christian Engelmann 📝 Abstract Today's …

August 24, 2017

Computer Science Databases Data System Distributed Computing

Coding Schemes for Securing Cyber-Physical Systems Against Stealthy Data Injection Attacks

📝 Original Info Title: Coding Schemes for Securing Cyber-Physical Systems Against Stealthy Data Injection Attacks ArXiv ID: 1605.08962 Date: 2016-11-17 Authors: Fei Miao, Quanyan Zhu, Miroslav Pajic, George J. Pappas 📝 Abstract This paper considers a …

November 17, 2016

Systems and Control Computer Science Cryptography and Security Data System

Un caso de big data punta a punta: analisis de datos de transporte y su uso en el negocio

📝 Original Info Title: Un caso de big data punta a punta: analisis de datos de transporte y su uso en el negocio ArXiv ID: 1609.01186 Date: 2016-09-06 Authors: Camilo Melani, Juan V. Echag’ue, Joaquin Torre Zaffaroni, Daniel Yankelevich 📝 …

September 06, 2016

Computers and Society Data Computer Science

Visualizing Large-scale and High-dimensional Data

📝 Original Info Title: Visualizing Large-scale and High-dimensional Data ArXiv ID: 1602.00370 Date: 2016-04-06 Authors: Jian Tang, Jingzhou Liu, Ming Zhang and Qiaozhu Mei 📝 Abstract We study the problem of visualizing large-scale and highdimensional …

April 06, 2016

Data Machine Learning Computer Science HCI

MergeRec: Model Merging for Data-Isolated Cross-Domain Sequential Recommendation

Surprisal and Metaphor Novelty Judgments: Moderate Correlations and Divergent Scaling Effects Revealed by Corpus-Based and Synthetic Datasets

Bridging the Data Gap: Creating a Hindi Text Summarization Dataset from the English XSUM

EscherVerse: An Open World Benchmark and Dataset for Teleo-Spatial Intelligence with Physical-Dynamic and Intent-Driven Understanding

Bridging the Semantic Gap for Categorical Data Clustering via Large Language Models

Data-Driven Assessment of Concrete Mixture Compositions on Chloride Transport via Standalone Machine Learning Algorithms

Enhanced Leukemic Cell Classification Using Attention-Based CNN and Data Augmentation

ks-lit-3m: A 3.1 million word kashmiri text dataset for large language model pretraining

Scalable Data-Driven Reachability Analysis and Control via Koopman Operators with Conformal Coverage Guarantees

Detecting Performance Degradation under Data Shift in Pathology Vision-Language Model

Do LLMs Judge Distantly Supervised Named Entity Labels Well? Constructing the JudgeWEL Dataset

SymSeqBench: a unified framework for the generation and analysis of rule-based symbolic sequences and datasets

Can Small Training Runs Reliably Guide Data Curation? Rethinking Proxy-Model Practice

Causify DataFlow: A Framework For High-performance Machine Learning Stream Computing

OptRot: Mitigating Weight Outliers via Data-Free Rotations for Post-Training Quantization

AGRO-SQL: Agentic Group-Relative Optimization with High-Fidelity Data Synthesis

Drift-Based Dataset Stability Benchmark

How Much Data Is Enough? Uniform Convergence Bounds for Generative & Vision-Language Models under Low-Dimensional Structure

Coherent Source Subsampling: A Data-Driven Strategy for Restoring Causal-Acausal Symmetry in Ambient Seismic Wavefield Correlations

D2M: A Decentralized, Privacy-Preserving, Incentive-Compatible Data Marketplace for Collaborative Learning

Hierarchical Dataset Selection for High-Quality Data Sharing

Phythesis: Physics-Guided Evolutionary Scene Synthesis for Energy-Efficient Data Center Design via LLMs

Textual Data Bias Detection and Mitigation -- An Extensible Pipeline with Experimental Evaluation

A Physics-Constrained, Design-Driven Methodology for Defect Dataset Generation in Optical Lithography

AI-Driven Expansion and Application of the Alexandria Database

Differentially Private Synthetic Data Generation Using Context-Aware GANs

A Comprehensive Study of Supervised Machine Learning Models for Zero-Day Attack Detection: Analyzing Performance on Imbalanced Data

Phase-OTDR Event Detection Using Image-Based Data Transformation and Deep Learning

Uncertainty-Aware Data-Efficient AI: An Information-Theoretic Perspective

Breast Cell Segmentation Under Extreme Data Constraints: Quantum Enhancement Meets Adaptive Loss Stabilization

How to DP-fy Your Data: A Practical Guide to Generating Synthetic Data With Differential Privacy

RoleMotion: A Large-Scale Dataset towards Robust Scene-Specific Role-Playing Motion Synthesis with Fine-grained Descriptions

Slip, Differentiate, Observe: State and Parameter Estimation for Rate and State Friction from Noisy Data

Social Media Data Mining of Human Behaviour during Bushfire Evacuation

Fine-tuning of lightweight large language models for sentiment classification on heterogeneous financial textual data

RecruitView: A Multimodal Dataset for Predicting Personality and Interview Performance for Human Resources Applications

Adaptive Dataset Quantization: A New Direction for Dataset Pruning

The Immutable Tensor Architecture: A Pure Dataflow Approach for Secure, Energy-Efficient AI Inference

DeXposure: A Dataset and Benchmarks for Inter-protocol Credit Exposure in Decentralized Financial Networks

CoreEval: Automatically Building Contamination-Resilient Datasets with Real-World Knowledge toward Reliable LLM Evaluation

When Can We Answer Queries Using Result-Bounded Data Interfaces?

Panel Data Quantile Regression for Treatment Effect Models

Saddlepoint approximations for spatial panel data models

Towards Scalable Dataframe Systems

AdaptivFloat: A Floating-point based Data Type for Resilient Deep Learning Inference

Nonlinear PCA for Spatio-Temporal Analysis of Earth Observation Data

A Scalable Framework for Quality Assessment of RDF Datasets

Genetic Programming for Evolving a Front of Interpretable Models for Data Visualisation

SERAD: Soft Error Resilient Asynchronous Design using a Bundled Data Protocol

Sabrina: Modeling and Visualization of Economy Data with Incremental Domain Knowledge

Computation-Aware Data Aggregation

Indian EmoSpeech Command Dataset: A dataset for emotion based speech recognition in the wild

Dataspace: A Reconfigurable Hybrid Reality Environment for Collaborative Information Analysis

Rethinking the Artificial Neural Networks: A Mesh of Subnets with a Central Mechanism for Storing and Predicting the Data

Datasets of Android Applications: a Literature Review

Selecting Machine-Translated Data for Quick Bootstrapping of a Natural Language Understanding System

Differential Privacy for Growing Databases

Differential Message Importance Measure: A New Approach to the Required Sampling Number in Big Data Structure Characterization

Big Data Meets HPC Log Analytics: Scalable Approach to Understanding Systems at Extreme Scale

Coding Schemes for Securing Cyber-Physical Systems Against Stealthy Data Injection Attacks

Un caso de big data punta a punta: analisis de datos de transporte y su uso en el negocio

Visualizing Large-scale and High-dimensional Data

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