CreINNs: Credal-Set Interval Neural Networks for Uncertainty Estimation in Classification Tasksby Kaizheng Wang, Keivan Shariatmadar,…
Curiosity & Entropy Driven Unsupervised RL in Multiple Environmentsby Shaurya Dewan, Anisha Jain, Zoe LaLena,…
Universal Consistency of Wide and Deep ReLU Neural Networks and Minimax Optimal Convergence Rates for…
Long-term Safe Reinforcement Learning with Binary Feedbackby Akifumi Wachi, Wataru Hashimoto, Kazumune HashimotoFirst submitted to…
PAHD: Perception-Action based Human Decision Making using Explainable Graph Neural Networks on SAR Imagesby Sasindu…
Graph-level Protein Representation Learning by Structure Knowledge Refinementby Ge Wang, Zelin Zang, Jiangbin Zheng, Jun…
Synthetic Information towards Maximum Posterior Ratio for deep learning on Imbalanced Databy Hung Nguyen, Morris…
U-Trustworthy Models.Reliability, Competence, and Confidence in Decision-Makingby Ritwik Vashistha, Arya FarahiFirst submitted to arxiv on:…
TPC-ViT: Token Propagation Controller for Efficient Vision Transformerby Wentao ZhuFirst submitted to arxiv on: 3…
PAC-Bayes-Chernoff bounds for unbounded lossesby Ioar Casado, Luis A. Ortega, Aritz Pérez, Andrés R. MasegosaFirst…