KOINEU

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

A Comprehensive Study on Temporal Modeling for Online Action Detection

📝 Original Info Title: A Comprehensive Study on Temporal Modeling for Online Action Detection ArXiv ID: 2001.07501 Date: 2020-01-22 Authors: Wen Wang, Xiaojiang Peng, Yu Qiao, Jian Cheng 📝 Abstract Online action detection (OAD) is a practical yet …

January 22, 2020

Detection Computer Science Model HCI Machine Learning

Button Simulation and Design via FDVV Models

📝 Original Info Title: Button Simulation and Design via FDVV Models ArXiv ID: 2001.04352 Date: 2020-01-22 Authors: Yi-Chi Liao, Sunjun Kim, Byungjoo Lee, Antti Oulasvirta 📝 Abstract Designing a push-button with desired sensation and performance is …

January 22, 2020

Model Computer Science HCI

Improving BLE Beacon Proximity Estimation Accuracy through Bayesian Filtering

📝 Original Info Title: Improving BLE Beacon Proximity Estimation Accuracy through Bayesian Filtering ArXiv ID: 2001.02396 Date: 2020-01-22 Authors: Andrew Mackey, Petros Spachos, Liang Song and Konstantinos Plataniotis 📝 Abstract The …

January 22, 2020

Performance Networking Computer Science

In-The-Field Monitoring of Functional Calls: Is It Feasible?

📝 Original Info Title: In-The-Field Monitoring of Functional Calls: Is It Feasible? ArXiv ID: 2001.07283 Date: 2020-01-22 Authors: Oscar Cornejo, Daniela Briola, Daniela Micucci, Leonardo Mariani 📝 Abstract Collecting data about the sequences of …

January 22, 2020

Computer Science Software Engineering

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On mu-Symmetric Polynomials

📝 Original Info Title: On mu-Symmetric Polynomials ArXiv ID: 2001.07403 Date: 2020-01-22 Authors: Jing Yang and Chee K. Yap 📝 Abstract In this paper, we study functions of the roots of a univariate polynomial in which the roots have a given …

January 22, 2020

Symbolic Computation Computer Science

No Image

Peer-to-Peer Trading in Electricity Networks: An Overview

📝 Original Info Title: Peer-to-Peer Trading in Electricity Networks: An Overview ArXiv ID: 2001.06882 Date: 2020-01-22 Authors: Wayes Tushar, Tapan K. Saha, Chau Yuen, David Smith, and H. Vincent Poor 📝 Abstract Peer-to-peer trading is a …

January 22, 2020

Systems and Control Multiagent Systems Computer Science Electrical Engineering and Systems Science Network

Strategy-Proof Spectrum Allocation among Multiple Operators for Demand Varying Wireless Networks

📝 Original Info Title: Strategy-Proof Spectrum Allocation among Multiple Operators for Demand Varying Wireless Networks ArXiv ID: 2001.07003 Date: 2020-01-22 Authors: Indu Yadav, Ankur A. Kulkarni, Abhay Karandikar 📝 Abstract To address the …

January 22, 2020

Systems and Control Game Theory Computer Science Electrical Engineering and Systems Science Network

Towards Semantic Clone Detection via Probabilistic Software Modeling

📝 Original Info Title: Towards Semantic Clone Detection via Probabilistic Software Modeling ArXiv ID: 2001.07399 Date: 2020-01-22 Authors: Hannes Thaller, Lukas Linsbauer, Alexander Egyed 📝 Abstract Semantic clones are program components with similar …

January 22, 2020

Model Detection Computer Science Software Engineering

Efficient Bitruss Decomposition for Large-scale Bipartite Graphs

📝 Original Info Title: Efficient Bitruss Decomposition for Large-scale Bipartite Graphs ArXiv ID: 2001.06111 Date: 2020-01-20 Authors: Kai Wang, Xuemin Lin, Lu Qin, Wenjie Zhang, Ying Zhang 📝 Abstract Cohesive subgraph mining in bipartite graphs …

January 20, 2020

Databases Computer Science

Design of Trusted Market Platforms using Permissioned Blockchains and Game Theory

📝 Original Info Title: Design of Trusted Market Platforms using Permissioned Blockchains and Game Theory ArXiv ID: 2001.05655 Date: 2020-01-17 Authors: Shivika Narang 📝 Abstract The blockchain concept forms the backbone of a new wave technology that …

January 17, 2020

Game Theory Computer Science

GUIComp: A GUI Design Assistant with Real-Time, Multi-Faceted Feedback

📝 Original Info Title: GUIComp: A GUI Design Assistant with Real-Time, Multi-Faceted Feedback ArXiv ID: 2001.05684 Date: 2020-01-17 Authors: Chunggi Lee, Sanghoon Kim, Dongyun Han, Hongjun Yang, Young-Woo Park, Bum Chul Kwon, Sungahn Ko 📝 Abstract …

January 17, 2020

Computer Science HCI

Provable Benefit of Orthogonal Initialization in Optimizing Deep Linear Networks

📝 Original Info Title: Provable Benefit of Orthogonal Initialization in Optimizing Deep Linear Networks ArXiv ID: 2001.05992 Date: 2020-01-17 Authors: Wei Hu, Lechao Xiao, Jeffrey Pennington 📝 Abstract The selection of initial parameter values for …

January 17, 2020

Statistics Computer Science Neural Computing Machine Learning Network Mathematics

A Supervised Learning Algorithm for Multilayer Spiking Neural Networks Based on Temporal Coding Toward Energy-Efficient VLSI Processor Design

📝 Original Info Title: A Supervised Learning Algorithm for Multilayer Spiking Neural Networks Based on Temporal Coding Toward Energy-Efficient VLSI Processor Design ArXiv ID: 2001.05348 Date: 2020-01-16 Authors: Yusuke Sakemi, Kai Morino, Takashi …

January 16, 2020

Statistics Computer Science Neural Computing Machine Learning Network Learning

Fundamental Limits of Age-of-Information in Stationary and Non-stationary Environments

📝 Original Info Title: Fundamental Limits of Age-of-Information in Stationary and Non-stationary Environments ArXiv ID: 2001.05471 Date: 2020-01-16 Authors: Subhankar Banerjee, Rajarshi Bhattacharjee, Abhishek Sinha 📝 Abstract We study the multi-user …

January 16, 2020

Performance Mathematics Information Theory Computer Science

Gait Graph Optimization: Generate Variable Gaits from One Base Gait for Lower-limb Rehabilitation Exoskeleton Robots

📝 Original Info Title: Gait Graph Optimization: Generate Variable Gaits from One Base Gait for Lower-limb Rehabilitation Exoskeleton Robots ArXiv ID: 2001.00728 Date: 2020-01-16 Authors: Lei Zhang, Weihai Chen, Yuan Chai, Jianhua Wang, Jianbin Zhang …

January 16, 2020

Robotics Computer Science HCI

Survey on STT-MRAM Testing: Failure Mechanisms, Fault Models, and Tests

📝 Original Info Title: Survey on STT-MRAM Testing: Failure Mechanisms, Fault Models, and Tests ArXiv ID: 2001.05463 Date: 2020-01-16 Authors: Lizhou Wu, Mottaqiallah Taouil, Siddharth Rao, Erik Jan Marinissen, Said Hamdioui 📝 Abstract As one of the …

January 16, 2020

Emerging Technologies Computer Science Model

On Demand Solid Texture Synthesis Using Deep 3D Networks

📝 Original Info Title: On Demand Solid Texture Synthesis Using Deep 3D Networks ArXiv ID: 2001.04528 Date: 2020-01-15 Authors: Jorge Gutierrez, Julien Rabin, Bruno Galerne, Thomas Hurtut 📝 Abstract This paper describes a novel approach for on demand …

January 15, 2020

Image Processing Computer Science Electrical Engineering and Systems Science Network Machine Learning Graphics

Econometric Models of Network Formation

📝 Original Info Title: Econometric Models of Network Formation ArXiv ID: 1910.07781 Date: 2020-01-14 Authors: Aureo de Paula 📝 Abstract This article provides a selective review on the recent literature on econometric models of network formation. The …

January 14, 2020

Network Economics Model

Auction-based Charging Scheduling with Deep Learning Framework for Multi-Drone Networks

📝 Original Info Title: Auction-based Charging Scheduling with Deep Learning Framework for Multi-Drone Networks ArXiv ID: 2001.03611 Date: 2020-01-13 Authors: MyungJae Shin, Joongheon Kim, Marco Levorato 📝 Abstract State-of-the-art drone technologies …

January 13, 2020

Game Theory Computer Science Electrical Engineering and Systems Science Network Learning Framework

Dynamic Gauss Newton Metropolis Algorithm

📝 Original Info Title: Dynamic Gauss Newton Metropolis Algorithm ArXiv ID: 2001.03530 Date: 2020-01-13 Authors: Mehmet Ugurbil 📝 Abstract GNM: The MCMC Jagger. A rocking awesome sampler. This python package is an affine invariant Markov chain Monte …

January 13, 2020

Astrophysics Statistics Physics

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Incremental Monoidal Grammars

📝 Original Info Title: Incremental Monoidal Grammars ArXiv ID: 2001.02296 Date: 2020-01-13 Authors: Dan Shiebler, Alexis Toumi, Mehrnoosh Sadrzadeh 📝 Abstract In this work we define formal grammars in terms of free monoidal categories, along with a …

January 13, 2020

Artificial Intelligence Formal Languages Logic Computer Science

OO-VR: NUMA Friendly Object-Oriented VR Rendering Framework For Future NUMA-Based Multi-GPU Systems

📝 Original Info Title: OO-VR: NUMA Friendly Object-Oriented VR Rendering Framework For Future NUMA-Based Multi-GPU Systems ArXiv ID: 2001.03537 Date: 2020-01-13 Authors: Chenhao Xie, Xin Fu, Mingsong Chen, Shuaiwen Leon Song 📝 Abstract With the …

January 13, 2020

Computer Science Graphics System Distributed Computing Framework

Pruning Convolutional Neural Networks with Self-Supervision

📝 Original Info Title: Pruning Convolutional Neural Networks with Self-Supervision ArXiv ID: 2001.03554 Date: 2020-01-13 Authors: Mathilde Caron, Ari Morcos, Piotr Bojanowski, Julien Mairal and Armand Joulin 📝 Abstract Convolutional neural networks …

January 13, 2020

Computer Science Neural Computing Machine Learning Computer Vision Network

QoE-driven Coupled Uplink and Downlink Rate Adaptation for 360-degree Video Live Streaming

📝 Original Info Title: QoE-driven Coupled Uplink and Downlink Rate Adaptation for 360-degree Video Live Streaming ArXiv ID: 2001.03536 Date: 2020-01-13 Authors: Jie Li, Ransheng Feng, Zhi Liu, Wei Sun, Qiyue Li 📝 Abstract 360-degree video provides an …

January 13, 2020

Multimedia Computer Science

Revealing Neural Network Bias to Non-Experts Through Interactive Counterfactual Examples

📝 Original Info Title: Revealing Neural Network Bias to Non-Experts Through Interactive Counterfactual Examples ArXiv ID: 2001.02271 Date: 2020-01-13 Authors: Chelsea M. Myers, Evan Freed, Luis Fernando Laris Pardo, Anushay Furqan, Sebastian Risi, …

January 13, 2020

Artificial Intelligence Network Computer Science HCI

Age-Partitioned Bloom Filters

📝 Original Info Title: Age-Partitioned Bloom Filters ArXiv ID: 2001.03147 Date: 2020-01-10 Authors: Ariel Shtul and Carlos Baquero and Paulo Sergio Almeida 📝 Abstract Bloom filters (BF) are widely used for approximate membership queries over a set of …

January 10, 2020

Data Structures Databases Distributed Computing Computer Science

Capacity Approaching Coding for Low Noise Interactive Quantum Communication, Part I: Large Alphabets

📝 Original Info Title: Capacity Approaching Coding for Low Noise Interactive Quantum Communication, Part I: Large Alphabets ArXiv ID: 2001.02818 Date: 2020-01-10 Authors: Debbie Leung, Ashwin Nayak, Ala Shayeghi, Dave Touchette, Penghui Yao, Nengkun …

January 10, 2020

Data Structures Quantum Physics Computer Science Computational Complexity Information Theory Mathematics

Hypergraph Cuts with General Splitting Functions

📝 Original Info Title: Hypergraph Cuts with General Splitting Functions ArXiv ID: 2001.02817 Date: 2020-01-10 Authors: Nate Veldt and Austin R. Benson and Jon Kleinberg 📝 Abstract The minimum $s$-$t$ cut problem in graphs is one of the most …

January 10, 2020

Computational Complexity Data Structures Computer Science Discrete Mathematics

SirenLess: reveal the intention behind news

📝 Original Info Title: SirenLess: reveal the intention behind news ArXiv ID: 2001.02731 Date: 2020-01-10 Authors: Xumeng Chen, Leo Yu-Ho Lo, Huamin Qu 📝 Abstract News articles tend to be increasingly misleading nowadays, preventing readers from …

January 10, 2020

NLP Computer Science HCI

Spinneret: Aiding Creative Ideation through Non-Obvious Concept Associations

📝 Original Info Title: Spinneret: Aiding Creative Ideation through Non-Obvious Concept Associations ArXiv ID: 2001.02746 Date: 2020-01-10 Authors: Suyun ‘Sandra’ Bae, Oh-Hyun Kwon, Senthil Chandrasegaran, Kwan-Liu Ma 📝 Abstract Mind …

January 10, 2020

Social Networks Computer Science HCI

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

Vis-a-Vis: Visual Exploration of Visualization Source Code Evolution

📝 Original Info Title: Vis-a-Vis: Visual Exploration of Visualization Source Code Evolution ArXiv ID: 2001.02092 Date: 2020-01-08 Authors: Fabian Bolte and Stefan Bruckner 📝 Abstract Developing an algorithm for a visualization prototype often …

January 08, 2020

Computer Science Software Engineering

Hardware/Software Co-verification Using Path-based Symbolic Execution

📝 Original Info Title: Hardware/Software Co-verification Using Path-based Symbolic Execution ArXiv ID: 2001.01324 Date: 2020-01-07 Authors: Rajdeep Mukherjee, Saurabh Joshi, John OLeary, Daniel Kroening, Tom Melham 📝 Abstract Conventional tools for …

January 07, 2020

Formal Languages Logic Computer Science

State Synchronization for Homogeneous Networks of Non-introspective Agents in Presence of Input Saturation -A Scale-free Protocol Design

📝 Original Info Title: State Synchronization for Homogeneous Networks of Non-introspective Agents in Presence of Input Saturation -A Scale-free Protocol Design ArXiv ID: 1908.06535 Date: 2020-01-06 Authors: Zhenwei Liu, Ali Saberi, Anton A. …

January 06, 2020

Electrical Engineering and Systems Science Systems and Control Network Computer Science

Lets Share: A Game-Theoretic Framework for Resource Sharing in Mobile Edge Clouds

📝 Original Info Title: Lets Share: A Game-Theoretic Framework for Resource Sharing in Mobile Edge Clouds ArXiv ID: 2001.00567 Date: 2020-01-03 Authors: Faheem Zafari, Kin K. Leung, Don Towsley, Prithwish Basu, Ananthram Swami and Jian Li 📝 Abstract …

January 03, 2020

Networking Computer Science Multiagent Systems Distributed Computing Framework

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Recovering Latent Variables by Matching

📝 Original Info Title: Recovering Latent Variables by Matching ArXiv ID: 1912.13081 Date: 2020-01-01 Authors: Manuel Arellano, Stephane Bonhomme 📝 Abstract We propose an optimal-transport-based matching method to nonparametrically estimate linear …

January 01, 2020

Economics

An Ensemble Rate Adaptation Framework for Dynamic Adaptive Streaming Over HTTP

📝 Original Info Title: An Ensemble Rate Adaptation Framework for Dynamic Adaptive Streaming Over HTTP ArXiv ID: 1912.11822 Date: 2019-12-30 Authors: Hui Yuan, Xiaoqian Hu, Junhui Hou, Xuekai Wei, and Sam Kwong 📝 Abstract Rate adaptation is one of the …

December 30, 2019

Systems and Control Image Processing Computer Science Electrical Engineering and Systems Science Computer Vision Multimedia Framework

BARISTA: Efficient and Scalable Serverless Serving System for Deep Learning Prediction Services

📝 Original Info Title: BARISTA: Efficient and Scalable Serverless Serving System for Deep Learning Prediction Services ArXiv ID: 1904.01576 Date: 2019-12-30 Authors: Anirban Bhattacharjee, Ajay Dev Chhokra, Zhuangwei Kang, Hongyang Sun, Aniruddha …

December 30, 2019

Computer Science Machine Learning System Learning Distributed Computing

Inducing Sparsity and Shrinkage in Time-Varying Parameter Models

📝 Original Info Title: Inducing Sparsity and Shrinkage in Time-Varying Parameter Models ArXiv ID: 1905.10787 Date: 2019-12-18 Authors: Florian Huber, Gary Koop, Luca Onorante 📝 Abstract Time-varying parameter (TVP) models have the potential to be …

December 18, 2019

Economics Model

On stability of users equilibria in heterogeneous routing games

📝 Original Info Title: On stability of users equilibria in heterogeneous routing games ArXiv ID: 1912.02007 Date: 2019-12-05 Authors: Leonardo Cianfanelli and Giacomo Como 📝 Abstract The asymptotic behaviour of deterministic logit dynamics in …

December 05, 2019

Game Theory Mathematics Computer Science

Shenjing: A low power reconfigurable neuromorphic accelerator with partial-sum and spike networks-on-chip

📝 Original Info Title: Shenjing: A low power reconfigurable neuromorphic accelerator with partial-sum and spike networks-on-chip ArXiv ID: 1911.10741 Date: 2019-12-02 Authors: Bo Wang, Jun Zhou, Weng-Fai Wong, and Li-Shiuan Peh 📝 Abstract The next …

December 02, 2019

Hardware Architecture Emerging Technologies Computer Science Neural Computing Network

Join Query Optimization with Deep Reinforcement Learning Algorithms

📝 Original Info Title: Join Query Optimization with Deep Reinforcement Learning Algorithms ArXiv ID: 1911.11689 Date: 2019-11-27 Authors: Jonas Heitz, Kurt Stockinger 📝 Abstract Join query optimization is a complex task and is central to the …

November 27, 2019

Computer Science Databases Artificial Intelligence Machine Learning Learning

Topologically Mapping the Macroeconomy

📝 Original Info Title: Topologically Mapping the Macroeconomy ArXiv ID: 1911.10476 Date: 2019-11-26 Authors: Pawel Dlotko, Simon Rudkin, Wanling Qiu 📝 Abstract An understanding of the economic landscape in a world of ever increasing data necessitates …

November 26, 2019

Economics

Approximate Query Processing using Deep Generative Models

📝 Original Info Title: Approximate Query Processing using Deep Generative Models ArXiv ID: 1903.10000 Date: 2019-11-20 Authors: Saravanan Thirumuruganathan, Shohedul Hasan, Nick Koudas, Gautam Das 📝 Abstract Data is generated at an unprecedented rate …

November 20, 2019

Databases Machine Learning Computer Science Model

An introduction to decentralized stochastic optimization with gradient tracking

📝 Original Info Title: An introduction to decentralized stochastic optimization with gradient tracking ArXiv ID: 1907.09648 Date: 2019-11-14 Authors: Ran Xin and Soummya Kar and Usman A. Khan 📝 Abstract Decentralized solutions to finite-sum …

November 14, 2019

Systems and Control Statistics Computer Science Electrical Engineering and Systems Science Machine Learning Mathematics

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

EntropyDB: A Probabilistic Approach to Approximate Query Processing

📝 Original Info Title: EntropyDB: A Probabilistic Approach to Approximate Query Processing ArXiv ID: 1911.04948 Date: 2019-11-13 Authors: Laurel Orr, Magdalena Balazinska, and Dan Suciu 📝 Abstract We present EntropyDB, an interactive data exploration …

November 13, 2019

Databases Computer Science

Unlimited Budget Analysis of Randomised Search Heuristics

📝 Original Info Title: Unlimited Budget Analysis of Randomised Search Heuristics ArXiv ID: 1909.03342 Date: 2019-11-11 Authors: Jun He, Thomas Jansen, Christine Zarges 📝 Abstract Performance analysis of all kinds of randomised search heuristics is a …

November 11, 2019

Analysis Mathematics Neural Computing Computer Science

On-chip Few-shot Learning with Surrogate Gradient Descent on a Neuromorphic Processor

📝 Original Info Title: On-chip Few-shot Learning with Surrogate Gradient Descent on a Neuromorphic Processor ArXiv ID: 1910.04972 Date: 2019-11-06 Authors: Kenneth Stewart, Garrick Orchard, Sumit Bam Shrestha, Emre Neftci 📝 Abstract Recent work …

November 06, 2019

Neural Computing Computer Science Learning

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

A Comprehensive Study on Temporal Modeling for Online Action Detection

Button Simulation and Design via FDVV Models

Improving BLE Beacon Proximity Estimation Accuracy through Bayesian Filtering

In-The-Field Monitoring of Functional Calls: Is It Feasible?

On mu-Symmetric Polynomials

Peer-to-Peer Trading in Electricity Networks: An Overview

Strategy-Proof Spectrum Allocation among Multiple Operators for Demand Varying Wireless Networks

Towards Semantic Clone Detection via Probabilistic Software Modeling

Efficient Bitruss Decomposition for Large-scale Bipartite Graphs

Design of Trusted Market Platforms using Permissioned Blockchains and Game Theory

GUIComp: A GUI Design Assistant with Real-Time, Multi-Faceted Feedback

Provable Benefit of Orthogonal Initialization in Optimizing Deep Linear Networks

A Supervised Learning Algorithm for Multilayer Spiking Neural Networks Based on Temporal Coding Toward Energy-Efficient VLSI Processor Design

Fundamental Limits of Age-of-Information in Stationary and Non-stationary Environments

Gait Graph Optimization: Generate Variable Gaits from One Base Gait for Lower-limb Rehabilitation Exoskeleton Robots

Survey on STT-MRAM Testing: Failure Mechanisms, Fault Models, and Tests

On Demand Solid Texture Synthesis Using Deep 3D Networks

Econometric Models of Network Formation

Auction-based Charging Scheduling with Deep Learning Framework for Multi-Drone Networks

Dynamic Gauss Newton Metropolis Algorithm

Incremental Monoidal Grammars

OO-VR: NUMA Friendly Object-Oriented VR Rendering Framework For Future NUMA-Based Multi-GPU Systems

Pruning Convolutional Neural Networks with Self-Supervision

QoE-driven Coupled Uplink and Downlink Rate Adaptation for 360-degree Video Live Streaming

Revealing Neural Network Bias to Non-Experts Through Interactive Counterfactual Examples

Age-Partitioned Bloom Filters

Capacity Approaching Coding for Low Noise Interactive Quantum Communication, Part I: Large Alphabets

Hypergraph Cuts with General Splitting Functions

SirenLess: reveal the intention behind news

Spinneret: Aiding Creative Ideation through Non-Obvious Concept Associations

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

Vis-a-Vis: Visual Exploration of Visualization Source Code Evolution

Hardware/Software Co-verification Using Path-based Symbolic Execution

State Synchronization for Homogeneous Networks of Non-introspective Agents in Presence of Input Saturation -A Scale-free Protocol Design

Lets Share: A Game-Theoretic Framework for Resource Sharing in Mobile Edge Clouds

Recovering Latent Variables by Matching

An Ensemble Rate Adaptation Framework for Dynamic Adaptive Streaming Over HTTP

BARISTA: Efficient and Scalable Serverless Serving System for Deep Learning Prediction Services

Inducing Sparsity and Shrinkage in Time-Varying Parameter Models

On stability of users equilibria in heterogeneous routing games

Shenjing: A low power reconfigurable neuromorphic accelerator with partial-sum and spike networks-on-chip

Join Query Optimization with Deep Reinforcement Learning Algorithms

Topologically Mapping the Macroeconomy

Approximate Query Processing using Deep Generative Models

An introduction to decentralized stochastic optimization with gradient tracking

Computation-Aware Data Aggregation

EntropyDB: A Probabilistic Approach to Approximate Query Processing

Unlimited Budget Analysis of Randomised Search Heuristics

On-chip Few-shot Learning with Surrogate Gradient Descent on a Neuromorphic Processor

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