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Poster
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Wed 11:00
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Preventing Model Collapse in Deep Canonical Correlation Analysis by Noise Regularization
Junlin He · Jinxiao Du · Susu Xu · Wei Ma
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Poster
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Thu 11:00
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Regularizing Hidden States Enables Learning Generalizable Reward Model for LLMs
Rui Yang · Ruomeng Ding · Yong Lin · Huan Zhang · Tong Zhang
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Poster
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Thu 11:00
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Knowledge Graph Completion by Intermediate Variables Regularization
Changyi Xiao · Yixin Cao
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Poster
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Thu 11:00
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Implicit Regularization Paths of Weighted Neural Representations
Jin-Hong Du · Pratik Patil
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Poster
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Wed 16:30
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Connectivity Shapes Implicit Regularization in Matrix Factorization Models for Matrix Completion
Zhiwei Bai · Jiajie Zhao · Yaoyu Zhang
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Poster
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Fri 16:30
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Provably Mitigating Overoptimization in RLHF: Your SFT Loss is Implicitly an Adversarial Regularizer
Zhihan Liu · Miao Lu · Shenao Zhang · Boyi Liu · Hongyi Guo · Yingxiang Yang · Jose Blanchet · Zhaoran Wang
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Poster
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Wed 11:00
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Regularized Conditional Diffusion Model for Multi-Task Preference Alignment
Xudong Yu · Chenjia Bai · Haoran He · Changhong Wang · Xuelong Li
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Poster
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Fri 16:30
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Explicit Eigenvalue Regularization Improves Sharpness-Aware Minimization
Haocheng Luo · Tuan Truong · Tung Pham · Mehrtash Harandi · Dinh Phung · Trung Le
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Poster
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Wed 11:00
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Neglected Hessian component explains mysteries in sharpness regularization
Yann Dauphin · Atish Agarwala · Hossein Mobahi
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Poster
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Wed 11:00
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Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL
Qi Lv · Xiang Deng · Gongwei Chen · MICHAEL YU WANG · Liqiang Nie
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Poster
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Wed 16:30
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Improving Generalization and Convergence by Enhancing Implicit Regularization
Mingze Wang · Jinbo Wang · Haotian He · Zilin Wang · Guanhua Huang · Feiyu Xiong · Zhiyu li · Weinan E · Lei Wu
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Workshop
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Recurrent Transformers Trade-off Parallelism for Length Generalization on Regular Languages
Paul Soulos · Aleksandar Terzic · Michael Hersche · Abbas Rahimi
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