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Workshop
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A Stochastic Algorithm for Sinkhorn Distance-Regularized Distributionally Robust Optimization
Yufeng Yang · Yi Zhou · Zhaosong Lu
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Poster
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Thu 16:30
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Safe and Sparse Newton Method for Entropic-Regularized Optimal Transport
Zihao Tang · Yixuan Qiu
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Workshop
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Imbalance-Regularized LoRA: A Plug-and-Play Method for Improving Fine-Tuning of Foundation Models
Zhenyu Zhu · Yongtao Wu · Quanquan Gu · Volkan Cevher
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Workshop
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Sharp Analysis for KL-Regularized Contextual Bandits and RLHF
Heyang Zhao · Chenlu Ye · Quanquan Gu · Tong Zhang
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Poster
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Wed 11:00
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Entropy-regularized Diffusion Policy with Q-Ensembles for Offline Reinforcement Learning
Ruoqi Zhang · Ziwei Luo · Jens Sjölund · Thomas Schön · Per Mattsson
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Poster
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Thu 16:30
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Physics-Regularized Multi-Modal Image Assimilation for Brain Tumor Localization
Michal Balcerak · Tamaz Amiranashvili · Andreas Wagner · Jonas Weidner · Petr Karnakov · Johannes C. Paetzold · Ivan Ezhov · Petros Koumoutsakos · Benedikt Wiestler · bjoern menze
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Poster
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Fri 16:30
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Towards the Transferability of Rewards Recovered via Regularized Inverse Reinforcement Learning
Andreas Schlaginhaufen · Maryam Kamgarpour
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Poster
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Thu 16:30
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Distributional Reinforcement Learning with Regularized Wasserstein Loss
Ke Sun · Yingnan Zhao · Wulong Liu · Bei Jiang · Linglong Kong
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Poster
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Wed 16:30
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Regularized Adaptive Momentum Dual Averaging with an Efficient Inexact Subproblem Solver for Training Structured Neural Network
Zih-Syuan Huang · Ching-pei Lee
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Poster
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Fri 16:30
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Physics-Informed Regularization for Domain-Agnostic Dynamical System Modeling
Zijie Huang · Wanjia Zhao · Jingdong Gao · Ziniu Hu · Xiao Luo · Yadi Cao · Yuanzhou Chen · Yizhou Sun · Wei Wang
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Poster
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Wed 11:00
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DeepDRK: Deep Dependency Regularized Knockoff for Feature Selection
Hongyu Shen · Yici Yan · Zhizhen Jane Zhao
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Poster
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SCaR: Refining Skill Chaining for Long-Horizon Robotic Manipulation via Dual Regularization
Zixuan Chen · Ze Ji · Jing Huo · Yang Gao
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