conftrace_

worst-case optimization

14 papers

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Co-occurring keywords

distributionally robust optimization (185) distribution shift (722) robust optimization (307) robust reinforcement learning (42) geometric brownian motion (2) cutting plane method (12) empirical risk (43) robust learning (120) task balancing (6) learning to learn (9)

Papers

Robust Beamforming for Downlink Multi-Cell Systems: A Bilevel Optimization Perspective AAAI 2024
Worst-Case VCG Redistribution Mechanism Design Based on the Lottery Ticket Hypothesis AAAI 2024
Robust Generalization Against Photon-Limited Corruptions via Worst-Case Sharpness Minimization CVPR 2023
Evaluating Robustness to Dataset Shift via Parametric Robustness Sets NIPS 2022
Robust Reinforcement Learning using Offline Data NIPS 2022
Strategies to Improve Robustness of Target Speech Extraction to Enrollment Variations INTERSPEECH 2022
Max-Min Off-Policy Actor-Critic Method Focusing on Worst-Case Robustness to Model Misspecification NIPS 2022
WCSAC: Worst-Case Soft Actor Critic for Safety-Constrained Reinforcement Learning AAAI 2021
Correlation Robust Influence Maximization NIPS 2020
Distributionally Robust Language Modeling IJCNLP 2019
Worst-Case Discriminative Feature Selection IJCAI 2019
Learning from Bad Data via Generation NIPS 2019
Minimax Multi-Task Learning and a Generalized Loss-Compositional Paradigm for MTL NIPS 2012
On Stochastic and Worst-case Models for Investing NIPS 2009