2025 "primal-dual methods" Papers
5 papers found
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