Review-guided Helpful Answer Identification in E-commerce. Review, Analyze, and Design a Comprehensive Deep Reinforcement Learning Framework. Inference for Batched Bandits. Transformation Importance with Applications to Cosmology. Rethinking 1D-CNN for Time Series Classification: A Stronger Baseline. Pixel-Level Self-Paced Learning for Super-Resolu …

Distributed, partially collapsed MCMC for Bayesian Nonparametrics. Variational Transformers for Diverse Response Generation. SynCGAN: Using learnable class specific priors to generate synthetic data for improving classifier performance on cytological images. Quantum subspace alignment for domain adaptation. Machine Learning the Phenomenology of COV …

Duality of Width and Depth of Neural Networks. The GraphNet Zoo: A Plug-and-Play Framework for Deep Semi-Supervised Classification. Exploiting Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network. ERA: A Dataset and Deep Learning Benchmark for Event Recognition in Aerial Videos. D2D-Enabled Data Sh …