The More the Merrier? Navigating Accuracy vs. Energy Efficiency Design Trade-Offs in Ensemble Learning Systemsby Rafiullah…
Semantically Rich Local Dataset Generation for Explainable AI in Genomicsby Pedro Barbosa, Rosina Savisaar, Alcides…
Accelerating Distributed Optimization: A Primal-Dual Perspective on Local Stepsby Junchi Yang, Murat Yildirim, Qiu FengFirst…
Gradient descent with generalized Newton’s methodby Zhiqi Bu, Shiyun XuFirst submitted to arxiv on: 3…
Beyond Full Poisoning: Effective Availability Attacks with Partial Perturbationby Yu Zhe, Jun SakumaFirst submitted to…
MALT Powers Up Adversarial Attacksby Odelia Melamed, Gilad Yehudai, Adi ShamirFirst submitted to arxiv on:…
FreeCG: Free the Design Space of Clebsch-Gordan Transform for Machine Learning Force Fieldsby Shihao Shao,…
DrugCLIP: Contrastive Drug-Disease Interaction For Drug Repurposingby Yingzhou Lu, Yaojun Hu, Chenhao LiFirst submitted to…
How to Boost Any Loss Functionby Richard Nock, Yishay MansourFirst submitted to arxiv on: 2…
Stochastic Differential Equations models for Least-Squares Stochastic Gradient Descentby Adrien Schertzer, Loucas Pillaud-VivienFirst submitted to…