Selective Regression Under Fairness Criteria
- Abhin Shah
- Yuheng Bu
- et al.
- 2022
- ICML 2022
Publications
Data-Efficient Double-Win Lottery Tickets from Robust Pre-training
- Tianlong Chen
- Zhenyu Zhang
- et al.
- 2022
- ICML 2022
Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning
- Momin Abbas
- Quan Xiao
- et al.
- 2022
- ICML 2022
Linearity Grafting: How Neuron Pruning Helps Certifiable Robustness
- Tianlong Chen
- Huan Zhang
- et al.
- 2022
- ICML 2022
Revisiting and Advancing Fast Adversarial Training Through the Lens of Bi-Level Optimization
- Yihua Zhang
- Guanhua Zhang
- et al.
- 2022
- ICML 2022
A Single-Loop Gradient Descent and Perturbed Ascent Algorithm for Nonconvex Functional Constrained Optimization
- Songtao Lu
- 2022
- ICML 2022
Quantum-Inspired Algorithms from Randomized Numerical Linear Algebra
- Nadiia Chepurko
- Kenneth L. Clarkson
- et al.
- 2022
- ICML 2022
JITServer: Disaggregated Caching JIT Compiler for the JVM in the Cloud
- Alexey Khrabrov
- Marius Pirvu
- et al.
- 2022
- USENIX ATC 2022
Robustness and Personalization in Federated Learning: A Unified Approach via Regularization
- Achintya Kundu
- Pengqian Yu
- et al.
- 2022
- EDGE 2022
Monitoring of IoT Systems at the Edge with Transformer-based Graph Convolutional Neural Networks
- Amadou Ba
- Fabio Lorenzi
- et al.
- 2022
- EDGE 2022