conftrace_

worst-case risk

4 papers

Explore in graph

Co-occurring keywords

distributionally robust optimization (185) robust optimization (307) zero-shot model (3) task distribution (32) multi-distribution learning (7) data rebalancing (5) foundation model (735) bias mitigation (500) robust learning (120) distribution shift (722)

Papers

Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot Models NIPS 2024
Optimal Multi-Distribution Learning COLT 2024
A Simple Yet Effective Strategy to Robustify the Meta Learning Paradigm NIPS 2023
On Distributionally Robust Optimization and Data Rebalancing AISTATS 2022