Cs-Lg
Discovering Structure in High-Dimensional Data Through Correlation Explanation
Multi-utility Learning: Structured-output Learning with Multiple Annotation-specific Loss Functions
Towards A Deeper Geometric, Analytic and Algorithmic Understanding of Margins
Size sensitive packing number for Hamming cube and its consequences
Predicting User Engagement in Twitter with Collaborative Ranking
Reinforcement Learning and Nonparametric Detection of Game-Theoretic Equilibrium Play in Social Networks
Learning Deep Temporal Representations for Brain Decoding
Deep Fried Convnets
Self-informed neural network structure learning
Denoising autoencoder with modulated lateral connections learns invariant representations of natural images
Convolutional Neural Networks for joint object detection and pose estimation: A comparative study
Distinguishing cause from effect using observational data: methods and benchmarks
Joint RNN-Based Greedy Parsing and Word Composition
Automatic Photo Adjustment Using Deep Neural Networks
Random Walk Initialization for Training Very Deep Feedforward Networks
Attention for Fine-Grained Categorization
Transformation Properties of Learned Visual Representations
Why does Deep Learning work? - A perspective from Group Theory
Learning Temporal Dependencies in Data Using a DBN-BLSTM
Differential Privacy and Machine Learning: a Survey and Review
Purine: A bi-graph based deep learning framework
Efficient Exact Gradient Update for training Deep Networks with Very Large Sparse Targets
