Min-Max Multi-objective Bilevel Optimization with Applications in Robust Machine Learning
- Alex Gu
- Songtao Lu
- et al.
- 2023
- ICLR 2023
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What Is Missing in IRM Training and Evaluation? Challenges and Solutions
- Yihua Zhang
- Pranay Sharma
- et al.
- 2023
- ICLR 2023
Understanding new tasks through the lens of training data via exponential tilting
- Subha Maity
- Mikhail Yurochkin
- et al.
- 2023
- ICLR 2023
Sampling with Mollified Interaction Energy Descent
- Lingxiao Li
- Qiang Liu
- et al.
- 2023
- ICLR 2023
Learning Proximal Operators to Discover Multiple Optima
- Lingxiao Li
- Noam Aigerman
- et al.
- 2023
- ICLR 2023
In-situ text-only adaptation of speech models with low-overhead speech imputations
- Ashish Mittal
- Sunita Sarawagi
- et al.
- 2023
- ICLR 2023
QAID: Question Answering Inspired Few-shot Intent Detection
- Asaf Yehudai
- Matan Vetzler
- et al.
- 2023
- ICLR 2023
FETA: Towards Specializing Foundational Models for Expert Task Applications
- Amit Alfassy
- Assaf Arbelle
- et al.
- 2022
- NeurIPS 2022
GREED: A Neural Framework for Learning Graph Distance Functions
- Rishabh Ranjan
- Siddharth Grover
- et al.
- 2022
- NeurIPS 2022
Symmetry Teleportation for Accelerated Optimization
- Bo Zhao
- Nima Dehmamy
- et al.
- 2022
- NeurIPS 2022