Teaching & Talks

Undergraduate course: Data Science Fundamentals (CSM 148), Winter 2021-2023
Graduate course: Large-scale Machine Learning (CS 260D), Fall 2021-2022
Graduate seminar: Efficient and Robust Machine Learning (CS 269), Fall 2021, Spring 2022-2023


Talks


ICML 2024 Tutorial on Foundations of Data-efficient Learning  

Slides


Watch


Data-efficient machine learning
Stanford MLSys Seminar
Data-efficient and robust learning against label noise
UAI TPM workshop


Data-efficient and robust learning against label noise and data poisoning attacks
Vanderbilt University Machine Learning Seminar