Scalable Volt-VAR Optimization using RLlib-IMPALA Framework: A Reinforcement Learning Approachby Alaa Selim, Yanzhu Ye, Junbo…
CoDream: Exchanging dreams instead of models for federated aggregation with heterogeneous modelsby Abhishek Singh, Gauri…
Sparse MeZO: Less Parameters for Better Performance in Zeroth-Order LLM Fine-Tuningby Yong Liu, Zirui Zhu,…
ESFL: Efficient Split Federated Learning over Resource-Constrained Heterogeneous Wireless Devicesby Guangyu Zhu, Yiqin Deng, Xianhao…
Fair Multivariate Adaptive Regression Splines for Ensuring Equity and Transparencyby Parian Haghighat, Denisa G'andara, Lulu…
Fair Resource Allocation in Multi-Task Learningby Hao Ban, Kaiyi JiFirst submitted to arxiv on: 23…
Anchor-free Clustering based on Anchor Graph Factorizationby Shikun Mei, Fangfang Li, Quanxue Gao, Ming YangFirst…
Information-Theoretic Safe Bayesian Optimizationby Alessandro G. Bottero, Carlos E. Luis, Julia Vinogradska, Felix Berkenkamp, Jan…
Iteration and Stochastic First-order Oracle Complexities of Stochastic Gradient Descent using Constant and Decaying Learning…
AutoMMLab: Automatically Generating Deployable Models from Language Instructions for Computer Vision Tasksby Zekang Yang, Wang…