Studying the impact of negotiation environments on negotiation teams’ performance. Statistical mechanics of unsupervised feature learning in a restricted Boltzmann machine with binary synapses. Anatomy-Aware Measurement of Segmentation Accuracy. Bayesian linear regression with Student-t assumptions. Unsupervised Transductive Domain Adaptation. Topi …

Query-Efficient Imitation Learning for End-to-End Autonomous Driving. Embracing data abundance: BookTest Dataset for Reading Comprehension. Collaborative Filtering with User-Item Co-Autoregressive Models. Collaborative Filtering with Recurrent Neural Networks. Deep Markov Random Field for Image Modeling. PN-Net: Conjoined Triple Deep Network for Le …

Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies. TGIF: A New Dataset and Benchmark on Animated GIF Description. Video Description using Bidirectional Recurrent Neural Networks. High-Dimensional Regularized Discriminant Analysis. MusicMood: Predicting the mood of music from song lyrics using machine learning. Improved Technique …

Early Visual Concept Learning with Unsupervised Deep Learning. Image-to-Image Translation with Conditional Adversarial Networks. Towards Evaluating the Robustness of Neural Networks. Learning to reinforcement learn. Random Walk Models of Network Formation and Sequential Monte Carlo Methods for Graphs. SoundNet: Learning Sound Representations from U …

Incorporating long-range consistency in CNN-based texture generation. GRAM: Graph-based Attention Model for Healthcare Representation Learning. LOFS: Library of Online Streaming Feature Selection. Learning Robust Features using Deep Learning for Automatic Seizure Detection. Ristretto: Hardware-Oriented Approximation of Convolutional Neural Networks …

Robust Lineage Reconstruction from High-Dimensional Single-Cell Data. Deep Learning in Multi-Layer Architectures of Dense Nuclei. Shape Constrained Tensor Decompositions using Sparse Representations in Over-Complete Libraries. Personalized Video Recommendation Using Rich Contents from Videos. Technical Report on the CleverHans v2.1.0 Adversarial Ex …

Towards Wide Learning: Experiments in Healthcare. Optimal structure and parameter learning of Ising models. Polysemous codes. Temporal Ensembling for Semi-Supervised Learning. A Primer on the Signature Method in Machine Learning. Temporal Segment Networks: Towards Good Practices for Deep Action Recognition. Generating Abstractive Summaries from Mee …