FloodDamageCast: Building Flood Damage Nowcasting with Machine Learning and Data Augmentationby Chia-Fu Liu, Lipai Huang,…
Higher-Rank Irreducible Cartesian Tensors for Equivariant Message Passingby Viktor Zaverkin, Francesco Alesiani, Takashi Maruyama, Federico…
Actively Learning Combinatorial Optimization Using a Membership Oracleby Rosario Messana, Rui Chen, Andrea LodiFirst submitted…
Deep Learning for Protein-Ligand Docking: Are We There Yet?by Alex Morehead, Nabin Giri, Jian Liu,…
One-shot Active Learning Based on Lewis Weight Sampling for Multiple Deep Modelsby Sheng-Jun Huang, Yi…
Statistical Advantages of Perturbing Cosine Router in Mixture of Expertsby Huy Nguyen, Pedram Akbarian, Trang…
A Neighbor-Searching Discrepancy-based Drift Detection Scheme for Learning Evolving Databy Feng Gu, Jie Lu, Zhen…
Towards a Unified Framework for Evaluating Explanationsby Juan D. Pinto, Luc PaquetteFirst submitted to arxiv…
Unlearning Information Bottleneck: Machine Unlearning of Systematic Patterns and Biasesby Ling Han, Hao Huang, Dustin…
Adversarial Training of Two-Layer Polynomial and ReLU Activation Networks via Convex Optimizationby Daniel Kuelbs, Sanjay…