Interventional Causal Structure Discovery over Graphical Models with Convergence and Optimality Guaranteesby Qiu Chengbo, Yang…
Kolmogorov-Arnold Network for Online Reinforcement Learningby Victor Augusto Kich, Jair Augusto Bottega, Raul Steinmetz, Ricardo…
Your Classifier Can Be Secretly a Likelihood-Based OOD Detectorby Jirayu Burapacheep, Yixuan LiFirst submitted to…
High dimensional Bayesian Optimization via Condensing-Expansion Projectionby Jiaming Lu, Rong J.B. ZhuFirst submitted to arxiv…
Understanding the Performance and Estimating the Cost of LLM Fine-Tuningby Yuchen Xia, Jiho Kim, Yuhan…
Overlay-based Decentralized Federated Learning in Bandwidth-limited Networksby Yudi Huang, Tingyang Sun, Ting HeFirst submitted to…
Model-Based Transfer Learning for Contextual Reinforcement Learningby Jung-Hoon Cho, Vindula Jayawardana, Sirui Li, Cathy WuFirst…
How Transformers Utilize Multi-Head Attention in In-Context Learning? A Case Study on Sparse Linear Regressionby…
Optimization-Driven Adaptive Experimentationby Ethan Che, Daniel R. Jiang, Hongseok Namkoong, Jimmy WangFirst submitted to arxiv…
Constructing Adversarial Examples for Vertical Federated Learning: Optimal Client Corruption through Multi-Armed Banditby Duanyi Yao,…