2025 "robust optimization" Papers

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Conference

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Paper Type

poster (24,624)paper (8,140)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 2025posterarXiv:2505.13858
4
citations

From Search to Sampling: Generative Models for Robust Algorithmic Recourse

Prateek Garg, Lokesh Nagalapatti, Sunita Sarawagi

ICLR 2025posterarXiv:2505.07351
2
citations

Robust Satisficing Gaussian Process Bandits Under Adversarial Attacks

Artun Saday, Yaşar Cahit Yıldırım, Cem Tekin

NeurIPS 2025posterarXiv:2506.01625

Scalable Valuation of Human Feedback through Provably Robust Model Alignment

Masahiro Fujisawa, Masaki Adachi, Michael A Osborne

NeurIPS 2025posterarXiv:2505.17859
1
citations