Absolute State-wise Constrained Policy Optimization: High-Probability State-wise Constraints Satisfactionby Weiye Zhao, Feihan Li, Yifan Sun,…
Induced Covariance for Causal Discovery in Linear Sparse Structuresby Saeed Mohseni-Sehdeh, Walid SaadFirst submitted to…
See Me and Believe Me: Causality and Intersectionality in Testimonial Injustice in Healthcareby Kenya S.…
Equivariant score-based generative models provably learn distributions with symmetries efficientlyby Ziyu Chen, Markos A. Katsoulakis,…
HelpSteer2-Preference: Complementing Ratings with Preferencesby Zhilin Wang, Alexander Bukharin, Olivier Delalleau, Daniel Egert, Gerald Shen,…
Dual Approximation Policy Optimizationby Zhihan Xiong, Maryam Fazel, Lin XiaoFirst submitted to arxiv on: 2…
Revisiting Optimism and Model Complexity in the Wake of Overparameterized Machine Learningby Pratik Patil, Jin-Hong…
Improving Fine-Grained Control via Aggregation of Multiple Diffusion Modelsby Conghan Yue, Zhengwei Peng, Shiyan Du,…
Transformers Handle Endogeneity in In-Context Linear Regressionby Haodong Liang, Krishnakumar Balasubramanian, Lifeng LaiFirst submitted to…
Deep Unlearn: Benchmarking Machine Unlearningby Xavier F. Cadet, Anastasia Borovykh, Mohammad Malekzadeh, Sara Ahmadi-Abhari, Hamed…