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Heyuan Liu
Heyuan Liu
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Preverjeni e-poštni naslov na berkeley.edu
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Leto
Risk bounds and calibration for a smart predict-then-optimize method
H Liu, P Grigas
Advances in Neural Information Processing Systems 34, 22083-22094, 2021
342021
Active learning in the predict-then-optimize framework: A margin-based approach
M Liu, P Grigas, H Liu, ZJM Shen
arXiv preprint arXiv:2305.06584, 2023
122023
Online Contextual Decision-Making with a Smart Predict-then-Optimize Method
H Liu, P Grigas
arXiv preprint arXiv:2206.07316, 2022
62022
New Methods for Parametric Optimization via Differential Equations
H Liu, P Grigas
arXiv preprint arXiv:2306.08812, 2023
22023
New Methods for Regularization Path Optimization via Differential Equations
H Liu, P Grigas
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