HOTCAKE: Higher Order Tucker Articulated Kernels for Deeper CNN Compression. Efficient Topological Layer based on Persistent Landscapes. Classification of the Chinese Handwritten Numbers with Supervised Projective Dictionary Pair Learning. COKE: Communication-Censored Kernel Learning for Decentralized Non-parametric Learning. Discriminative Feature …

On Newton Screening. Learning High Order Feature Interactions with Fine Control Kernels. Referencing Source Code Artifacts: a Separate Concern in Software Citation. The DIDI dataset: Digital Ink Diagram data. Dynamic Incentive-aware Learning: Robust Pricing in Contextual Auctions. A Spatial-Temporal Attentive Network with Spatial Continuity for Tra …

Causal Discovery with Reinforcement Learning. SAFE-DNN: A Deep Neural Network with Spike Assisted Feature Extraction for Noise Robust Inference. An Inductive Bias for Distances: Neural Nets that Respect the Triangle Inequality. GNN-FiLM: Graph Neural Networks with Feature-wise Linear Modulation. Distillation $\approx$ Early Stopping? Harvesting Dar …

Learning Compact Reward for Image Captioning. Neural Network Out-of-Distribution Detection for Regression Tasks. A Dynamic Approach to Accelerate Deep Learning Training. Inducing Stronger Object Representations in Deep Visual Trackers. Improving Confident-Classifiers For Out-of-distribution Detection. Multi-Scale Representation Learning for Spatial …