FETA: Towards Specializing Foundational Models for Expert Task Applications
- Amit Alfassy
- Assaf Arbelle
- et al.
- 2022
- NeurIPS 2022
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97 results at 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
Fairness Reprogramming
- Guanhua Zhang
- Yihua Zhang
- et al.
- 2022
- NeurIPS 2022
Advancing Model Pruning via Bi-level Optimization
- Yihua Zhang
- Yuguang Yao
- et al.
- 2022
- NeurIPS 2022
Fair Infinitesimal Jackknife: Mitigating the Influence of Biased Training Data Points Without Refitting
- Prasanna Sattigeri
- Soumya Ghosh
- et al.
- 2022
- NeurIPS 2022
A Mean-Field Game Approach to Cloud Resource Management with Function Approximation
- Weichao Mao
- Haoran Qiu
- et al.
- 2022
- NeurIPS 2022
Robustness to Unbounded Smoothness of Generalized SignSGD
- Michael Crawshaw
- Mingrui Liu
- et al.
- 2022
- NeurIPS 2022
Domain Adaptation meets Individual Fairness. And they get along.
- Debarghya Mukherjee
- Felix Petersen
- et al.
- 2022
- NeurIPS 2022
Calibrated Data-Dependent Constraints with Exact Satisfaction Guarantees
- Songkai Xue
- Yuekai Sun
- et al.
- 2022
- NeurIPS 2022