Office: Lawson Building 2149 #29
Email: kbellome at purdue dot edu
Resume: PDF (Updated: 01/15)
I am a PhD student in the Department of Computer Science at Purdue University, working with Prof. Jean Honorio. I am broadly interested in Artificial Intelligence and Machine Learning. My research focuses on developing algorithms that are computationally and statistically efficient for various machine learning problems. Recently, I have worked in structured prediction studying efficient learning with latent variables (NeurIPS'18), minimax bounds (AISTATS'20), and conditions for when exact inference is possible in polynomial time (NeurIPS'19).
01/2020: Our paper on minimax bounds for factor-graph based structured prediction was accepted at AISTATS 2020!
09/2019: Our paper on exact inference was accepted at NeurIPS 2019!
05/2019: Summer internship at Facebook Ads Ranking team, mentored by Yunlong He.
09/2018: Two papers accepted at NeurIPS 2018, the premier conference on machine learning.