ICLR "bilevel optimization" Papers

7 papers found

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Coreset Selection via Reducible Loss in Continual Learning

Ruilin Tong, Yuhang Liu, Javen Qinfeng Shi et al.

ICLR 2025poster
12
citations

dEBORA: Efficient Bilevel Optimization-based low-Rank Adaptation

Emanuele Zangrando, Sara Venturini, Francesco Rinaldi et al.

ICLR 2025poster

Overcoming Lower-Level Constraints in Bilevel Optimization: A Novel Approach with Regularized Gap Functions

Wei Yao, Haian Yin, Shangzhi Zeng et al.

ICLR 2025posterarXiv:2406.01992
13
citations

PRDP: Progressively Refined Differentiable Physics

Kanishk Bhatia, Felix Koehler, Nils Thuerey

ICLR 2025posterarXiv:2502.19611
1
citations

qNBO: quasi-Newton Meets Bilevel Optimization

Sheng Fang, Yongjin Liu, Wei Yao et al.

ICLR 2025posterarXiv:2502.01076
1
citations

Tuning-Free Bilevel Optimization: New Algorithms and Convergence Analysis

Yifan Yang, Hao Ban, Minhui Huang et al.

ICLR 2025posterarXiv:2410.05140
6
citations

Unlocking Global Optimality in Bilevel Optimization: A Pilot Study

Quan Xiao, Tianyi Chen

ICLR 2025posterarXiv:2408.16087
4
citations