Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning
- Momin Abbas
- Quan Xiao
- et al.
- 2022
- ICML 2022
Publications
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
Definition and clinical validation of Pain Patient States from high-dimensional mobile data: Application to a chronic pain cohort
- Jenna M. Reinen
- Carla Agurto
- et al.
- 2022
- ICDH 2022
Context-Specific Representation Abstraction for Deep Option Learning
- Marwa Abdulhai
- Dong Ki Kim
- et al.
- 2022
- AAAI 2022
Federated Nearest Neighbor Classification with a Colony of Fruit-Flies
- Parikshit Ram
- Kaushik Sinha
- 2022
- AAAI 2022
A* Search and Bound-Sensitive Heuristics for Oversubscription Planning
- Michael Katz
- Emil Keyder
- 2022
- AAAI 2022
Demystifying Why Local Aggregation Helps: Convergence Analysis of Hierarchical SGD
- Jiayi Wang
- Shiqiang Wang
- et al.
- 2022
- AAAI 2022
Adversarial Examples Can Be Effective Data Augmentation for Unsupervised Machine Learning
- Chia-Yi Hsu
- Pin-Yu Chen
- et al.
- 2022
- AAAI 2022