2025 Poster "primal-dual methods" Papers

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Alignment of Large Language Models with Constrained Learning

Botong Zhang, Shuo Li, Ignacio Hounie et al.

NEURIPS 2025posterarXiv:2505.19387
2
citations

Efficient Policy Optimization in Robust Constrained MDPs with Iteration Complexity Guarantees

Sourav Ganguly, Kishan Panaganti, Arnob Ghosh et al.

NEURIPS 2025posterarXiv:2505.19238
3
citations

Incentive-Aware Dynamic Resource Allocation under Long-Term Cost Constraints

Yan Dai, Negin Golrezaei, Patrick Jaillet

NEURIPS 2025posterarXiv:2507.09473

No-Regret Learning Under Adversarial Resource Constraints: A Spending Plan Is All You Need!

Francesco Emanuele Stradi, Matteo Castiglioni, Alberto Marchesi et al.

NEURIPS 2025posterarXiv:2506.13244
2
citations

Stochastic-Constrained Stochastic Optimization with Markovian Data

Yeongjong Kim, Dabeen Lee

NEURIPS 2025posterarXiv:2312.04312