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The Complexity Landscape of Two-Stage Robust Selection Problems with Budgeted Uncertainty
Arxiv
0+阅读 · 2月18日
Distributionally Robust Optimization via Generative Ambiguity Modeling
Arxiv
0+阅读 · 2月9日
A Robust Optimization Approach for Regenerator Placement in Fault-Tolerant Networks Under Discrete Cost Uncertainty
Arxiv
0+阅读 · 2月11日
Towards Robust Scaling Laws for Optimizers
Arxiv
0+阅读 · 2月7日
Robust Optimization Approach and Learning Based Hide-and-Seek Game for Resilient Network Design
Arxiv
0+阅读 · 2月12日
BalDRO: A Distributionally Robust Optimization based Framework for Large Language Model Unlearning
Arxiv
0+阅读 · 2月7日
Learning Credal Ensembles via Distributionally Robust Optimization
Arxiv
0+阅读 · 2月9日
Maximin Relative Improvement: Fair Learning as a Bargaining Problem
Arxiv
0+阅读 · 2月4日
Tight Robustness Certificates and Wasserstein Distributional Attacks for Deep Neural Networks
Arxiv
0+阅读 · 2月3日
Contextual Distributionally Robust Optimization with Causal and Continuous Structure: An Interpretable and Tractable Approach
Arxiv
0+阅读 · 1月16日
CTC-DRO: Robust Optimization for Reducing Language Disparities in Speech Recognition
Arxiv
0+阅读 · 1月28日
Statistical Analysis of Conditional Group Distributionally Robust Optimization with Cross-Entropy Loss
Arxiv
0+阅读 · 1月23日
Group Distributionally Robust Optimization-Driven Reinforcement Learning for LLM Reasoning
Arxiv
0+阅读 · 1月27日
Robust Learning of a Group DRO Neuron
Arxiv
0+阅读 · 1月26日
Robust maximum hands-off optimal control: existence, maximum principle, and $L^{0}$-$L^1$ equivalence
Arxiv
0+阅读 · 1月12日
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