Tensor Programs V: Tuning Large Neural Networks via Zero-Shot Hyperparameter Transfer

Abstract

Date
Apr 29, 2022 12:00 PM — 12:30 PM
Location
Online (Zoom)
Iman Mirzadeh
Iman Mirzadeh
Research Assistant

I am a PhD student and Graduate Research Assistant at the Washington State University Embedded Machine Intelligence Lab (EMIL) under supervision of Dr. Hassan Ghasemzadeh. I am interested in the real-world challenges of working with machine learning models such as energy constraints and human-in-the-loop interactions with these models. Specifically, I am focusing on Model Optimization (such as model compression), where my goal is to build more efficient models or use the existing models more efficiently. Before joining EMIL, I was an ML Engineer at Sokhan AI, where we provided accurate and scalable Natural Language Processing (NLP) and Computer Vision (CV) services to businesses.