Zachary Novack, Undergrad
http://github.com/ZacharyNovack
Hey! My name is Zachary Novack and I am undergraduate student majoring in Statistics and Machine Learning within the Statistics and Data Science department, where I’m advised by Dr. Zachary Lipton and Dr. Simon DeDeo. I’m broadly interested in machine learning applications to the social sciences, as well as issues in fairness, explainability, and generalization in deep networks. In my free time, I like to cook, hike, and make music!
Research Interests: computational social science, fairness, explainability
Publications
Disentangling the Mechanisms Behind Implicit Regularization in SGD
Zachary Novack, Simran Kaur, Tanya Marwah, Saurabh Garg, Zachary Lipton
International Conference on Learning Representations (ICLR), 2023Chils: Zero-shot image classification with hierarchical label sets
Zachary Novack, Julian McAuley, Zachary Lipton, Saurabh Garg
arXiv preprint arXiv:2302.02551, 2023