Publications

Conference Papers

FedAvg with Fine-Tuning: Local Updates Lead to Representation Learning
LC, Hamed Hassani, Aryan Mokhtari, Sanjay Shakkottai
NeurIPS 2022
[PDF]

MAML and ANIL Provably Learn Representations
LC, Aryan Mokhtari, Sewoong Oh, Sanjay Shakkottai
ICML 2022
[PDF]

How does the Task Landscape Affect MAML Performance?
LC, Aryan Mokhtari, Sanjay Shakkottai
CoLLAs 2022 Oral Presentation
[PDF]

Exploiting Shared Representations for Personalized Federated Learning
LC, Hamed Hassani, Aryan Mokhtari, Sanjay Shakkottai
ICML 2021
[PDF] [Code]

Task-Robust Model-Agnostic Meta-Learning
LC, Aryan Mokhtari, Sanjay Shakkottai
NeurIPS 2020
[PDF] [Code]