"resource allocation" Papers

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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

Bi-Level Decision-Focused Causal Learning for Large-Scale Marketing Optimization: Bridging Observational and Experimental Data

Shuli Zhang, Hao Zhou, Jiaqi Zheng et al.

NeurIPS 2025posterarXiv:2510.19517

Efficient Action-Constrained Reinforcement Learning via Acceptance-Rejection Method and Augmented MDPs

Wei Hung, Shao-Hua Sun, Ping-Chun Hsieh

ICLR 2025posterarXiv:2503.12932
3
citations

The Hidden Cost of Waiting for Accurate Predictions

Ali Shirali, Ariel Procaccia, Rediet Abebe

ICLR 2025posterarXiv:2503.00650
1
citations

Allocation Requires Prediction Only if Inequality Is Low

Ali Shirali, Rediet Abebe, Moritz Hardt

ICML 2024spotlight

Bootstrapping Fisher Market Equilibrium and First-Price Pacing Equilibrium

Luofeng Liao, Christian Kroer

ICML 2024poster

Learning with Adaptive Resource Allocation

Jing Wang, Miao Yu, Peng Zhao et al.

ICML 2024poster