Xiao, Tesi

7 publications

UAI 2025 COS-DPO: Conditioned One-Shot Multi-Objective Fine-Tuning Framework Yinuo Ren, Tesi Xiao, Michael Shavlovsky, Lexing Ying, Holakou Rahmanian

ICLR 2024 Accelerating Sinkhorn Algorithm with Sparse Newton Iterations Xun Tang, Michael Shavlovsky, Holakou Rahmanian, Elisa Tardini, Kiran Koshy Thekumparampil, Tesi Xiao, Lexing Ying

NeurIPSW 2024 HyperDPO: Conditioned One-Shot Multi-Objective Fine-Tuning Framework Yinuo Ren, Tesi Xiao, Michael Shavlovsky, Lexing Ying, Holakou Rahmanian

AISTATS 2024 Multi-Objective Optimization via Wasserstein-Fisher-Rao Gradient Flow Yinuo Ren, Tesi Xiao, Tanmay Gangwani, Anshuka Rangi, Holakou Rahmanian, Lexing Ying, Subhajit Sanyal

JMLR 2024 Optimal Algorithms for Stochastic Bilevel Optimization Under Relaxed Smoothness Conditions Xuxing Chen, Tesi Xiao, Krishnakumar Balasubramanian

UAI 2023 A One-Sample Decentralized Proximal Algorithm for Non-Convex Stochastic Composite Optimization Tesi Xiao, Xuxing Chen, Krishnakumar Balasubramanian, Saeed Ghadimi

NeurIPS 2022 A Projection-Free Algorithm for Constrained Stochastic Multi-Level Composition Optimization Tesi Xiao, Krishnakumar Balasubramanian, Saeed Ghadimi