Pratyush Maini, PhD Student
https://pratyushmaini.github.io/
I am a PhD student in the Machine Learning Department at Carnegie Mellon Univeristy. I am advised by Prof. Zico Kolter and Prof. Zachary Lipton. My research goal is to make Machine Learning systems trustworthy to the extent that they can be safely and reliably deployed outside the comfort of our research labs.
Research Interests: Trustworthy ML, Domain Generalization and Adaptation, Science of Deep Learning
Publications
Why and when should you pool? Analyzing Pooling in Recurrent Architectures
Pratyush Maini, Keshav Kolluru, Danish Pruthi, Mausam
Findings of EMNLP, 2020