"robust optimization" Papers

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Conference

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Paper Type

poster (24,624)paper (8,558)oral (1,594)spotlight (1,421)highlight (975)

A Principled Approach to Randomized Selection under Uncertainty: Applications to Peer Review and Grant Funding

Alexander Goldberg, Giulia Fanti, Nihar Shah

NEURIPS 2025spotlightarXiv:2506.19083
1
citations

Enforcing Hard Linear Constraints in Deep Learning Models with Decision Rules

Gonzalo E. Constante, Hao Chen, Can Li

NEURIPS 2025arXiv:2505.13858
5
citations

From Search to Sampling: Generative Models for Robust Algorithmic Recourse

Prateek Garg, Lokesh Nagalapatti, Sunita Sarawagi

ICLR 2025arXiv:2505.07351
3
citations

Robust Sampling for Active Statistical Inference

Puheng Li, Tijana Zrnic, Emmanuel Candes

NEURIPS 2025arXiv:2511.08991

Robust Satisficing Gaussian Process Bandits Under Adversarial Attacks

Artun Saday, Yaşar Cahit Yıldırım, Cem Tekin

NEURIPS 2025arXiv:2506.01625

Scalable Valuation of Human Feedback through Provably Robust Model Alignment

Masahiro Fujisawa, Masaki Adachi, Michael A Osborne

NEURIPS 2025arXiv:2505.17859
1
citations

Delving into the Convergence of Generalized Smooth Minimax Optimization

Wenhan Xian, Ziyi Chen, Heng Huang

ICML 2024

E2E-AT: A Unified Framework for Tackling Uncertainty in Task-Aware End-to-End Learning

8445 Wangkun Xu, Jianhong Wang, Fei Teng

AAAI 2024paperarXiv:2312.10587
5
citations

Statistical Properties of Robust Satisficing

zhiyi li, Yunbei Xu, Ruohan Zhan

ICML 2024arXiv:2405.20451