NeurIPS 2025 "constrained optimization" Papers

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Constrained Entropic Unlearning: A Primal-Dual Framework for Large Language Models

Taha Entesari, Arman Hatami, Rinat Khaziev et al.

NeurIPS 2025posterarXiv:2506.05314
3
citations

Constrained Optimization From a Control Perspective via Feedback Linearization

Runyu Zhang, Arvind Raghunathan, Jeff Shamma et al.

NeurIPS 2025posterarXiv:2503.12665
5
citations

Learning (Approximately) Equivariant Networks via Constrained Optimization

Andrei Manolache, Luiz Chamon, Mathias Niepert

NeurIPS 2025oralarXiv:2505.13631
1
citations

Learning with Statistical Equality Constraints

Aneesh Barthakur, Luiz Chamon

NeurIPS 2025posterarXiv:2511.14320

SECA: Semantically Equivalent and Coherent Attacks for Eliciting LLM Hallucinations

Buyun Liang, Liangzu Peng, Jinqi Luo et al.

NeurIPS 2025posterarXiv:2510.04398