Manley Roberts, MS Student
Hello there! I'm Manley. I'm a current Masters in Machine Learning student, and absent any unexpected hiccups I'll graduate in December 2022. My interests include unsupervised learning, distribution shift, and deep learning (and my current work unites all three). I did my undergrad in computer science at Georgia Tech, where I did research in optimizing distributed systems in the Embedded Pervasive Lab. After undergrad, I worked an internship at IBM Research Yorktown Heights investigating applied distribution shift in the Hybrid Cloud. After a paper deadline, you'll probably (definitely) find me cycling, climbing, and/or gaming.
Research Interests:
Publications
Unsupervised Learning under Latent Label Shift
Manley Roberts*, Pranav Mani*, Saurabh Garg, Zachary Lipton
Advances in Neural Information Processing Systems (NeurIPS), 2022