Revolutionizing Biomarker Discovery: Leveraging Generative AI for Bio-Knowledge-Embedded Continuous Space Explorationby Wangyang Ying, Dongjie Wang,…
Distributed Online Bandit Nonconvex Optimization with One-Point Residual Feedback via Dynamic Regretby Youqing Hua, Shuai…
GISExplainer: On Explainability of Graph Neural Networks via Game-theoretic Interaction Subgraphsby Xingping Xian, Jianlu Liu,…
Applying Incremental Learning in Binary-Addition-Tree Algorithm for Dynamic Binary-State Network Reliabilityby Wei-Chang YehFirst submitted to…
Supply Risk-Aware Alloy Discovery and Designby Mrinalini Mulukutla, Robert Robinson, Danial Khatamsaz, Brent Vela, Nhu…
Archon: An Architecture Search Framework for Inference-Time Techniquesby Jon Saad-Falcon, Adrian Gamarra Lafuente, Shlok Natarajan,…
Peer-to-Peer Learning Dynamics of Wide Neural Networksby Shreyas Chaudhari, Srinivasa Pranav, Emile Anand, José M.…
SHFL: Secure Hierarchical Federated Learning Framework for Edge Networksby Omid Tavallaie, Kanchana Thilakarathna, Suranga Seneviratne,…
AdapFair: Ensuring Continuous Fairness for Machine Learning Operationsby Yinghui Huang, Zihao Tang, Xiangyu ChangFirst submitted…
Data-driven model discovery with Kolmogorov-Arnold networksby Mohammadamin Moradi, Shirin Panahi, Erik M. Bollt, Ying-Cheng LaiFirst…