A Sparse Deep Factorization Machine for Efficient CTR prediction. Probability Weighted Compact Feature for Domain Adaptive Retrieval. Masking Orchestration: Multi-task Pretraining for Multi-role Dialogue Representation Learning. Fine-grained Image Classification and Retrieval by Combining Visual and Locally Pooled Textual Features. SQLFlow: A Bridg …

Advbox: a toolbox to generate adversarial examples that fool neural networks. On the Learning Property of Logistic and Softmax Losses for Deep Neural Networks. Inductive Document Network Embedding with Topic-Word Attention. Explaining Away Attacks Against Neural Networks. Predicting Many Properties of a Quantum System from Very Few Measurements. Mu …

PUMiner: Mining Security Posts from Developer Question and Answer Websites with PU Learning. Modeling 3D Shapes by Reinforcement Learning. MQA: Answering the Question via Robotic Manipulation. Overfitting Can Be Harmless for Basis Pursuit: Only to a Degree. Improving Deep Learning For Airbnb Search. Modelling and Quantifying Membership Information …

Exploring Neural Models for Parsing Natural Language into First-Order Logic. Advanced kNN: A Mature Machine Learning Series. Universal Successor Features for Transfer Reinforcement Learning. Adapting to Unseen Environments through Explicit Representation of Context. Bayesian optimization of variable-size design space problems. SPFCN: Select and Pru …

Upper, Middle and Lower Region Learning for Facial Action Unit Detection. The impossibility of low rank representations for triangle-rich complex networks. Multi-faceted Trust-based Collaborative Filtering. Linearly Constrained Gaussian Processes with Boundary Conditions. Developing a Recommendation Benchmark for MLPerf Training and Inference. Tech …