"decision-making under uncertainty" 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

HGCN2SP: Hierarchical Graph Convolutional Network for Two-Stage Stochastic Programming

Yang Wu, Yifan Zhang, Zhenxing Liang et al.

ICML 2024poster

Leaving the Nest: Going beyond Local Loss Functions for Predict-Then-Optimize

Sanket Shah, Bryan Wilder, Andrew Perrault et al.

AAAI 2024paperarXiv:2305.16830
20
citations