Conditional Moment Alignment for Improved Generalization in Federated Learning
- Jayanth Regatti
- Songtao Lu
- et al.
- 2022
- NeurIPS 2022
Publications
97 results at NeurIPS 2022
Fair Infinitesimal Jackknife: Mitigating the Influence of Biased Training Data Points Without Refitting
- Prasanna Sattigeri
- Soumya Ghosh
- et al.
- 2022
- NeurIPS 2022
Multi-objective Deep Data Generation with Correlated Property Control
- Shiyu Wang
- Xiaojie Guo
- et al.
- 2022
- NeurIPS 2022
Understanding Benign Overfitting in Gradient-based Meta Learning
- Lisha Chen
- Songtao Lu
- et al.
- 2022
- NeurIPS 2022
Dual-discriminative Graph Neural Network for Imbalanced Graph-level Anomaly Detection
- Ge Zhang
- Zhenyu Yang
- et al.
- 2022
- NeurIPS 2022
On the Safety of Interpretable Machine Learning: A Maximum Deviation Approach
- Dennis Wei
- Rahul Nair
- et al.
- 2022
- NeurIPS 2022
A Stochastic Linearized Augmented Lagrangian Method for Decentralized Bilevel Optimization
- Songtao Lu
- Siliang Zeng
- 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
Deep Compression of Pre-trained Transformer Models
- Naigang Wang
- Chi-Chun Liu
- et al.
- 2022
- NeurIPS 2022
Robustness to Unbounded Smoothness of Generalized SignSGD
- Michael Crawshaw
- Mingrui Liu
- et al.
- 2022
- NeurIPS 2022