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Andre Wibisono

Optimization Algorithms For Machine Learning Sampling Methods In Machine Learning Algorithmic Game Theory Statistical Machine Learning Design And Analysis Of Learning Algorithms
Yale University Yale Engineering

About

I am an assistant professor in the Department of Computer Science at Yale University, with a secondary appointment in the Department of Statistics & Data Science. My research interests are in the design and analysis of algorithms for machine learning, in particular for problems in optimization, sampling, and game theory. I received my BS degrees in Mathematics and in Computer Science from MIT. I received my MEng in Computer Science from MIT, advised by Tomaso Poggio. I received by MA in Statistics from UC Berkeley, and my PhD in Computer Science from UC Berkeley, advised by Michael I. Jordan. Before joining Yale in 2021, I have done postdoctoral research at the University of Wisconsin-Madison, working with Po-Ling Loh and Varun Jog, and at the Georgia Institute of Technology, working with Jacob Abernethy and Santosh Vempala.

Research Performance Summary

57
Total Papers
3585
Total Citations
20
H-Index
2009-2026
Active Research Span

First Recorded Paper

Sufficient conditions for uniform stability of regularization algorithms

Year: 2009

Citations: 18

Venue: Computer Science and Artificial Intelligence Laboratory Technical Report

Latest Recorded Paper

Tail-Sensitive KL and R\'enyi Convergence of Unadjusted Hamiltonian Monte Carlo via One-Shot Couplings

Year: 2026

Citations: 0

Venue: arXiv preprint arXiv:2601.09019

Last 10 Years Publication Activity

This timeline shows the professor's yearly publication activity.

2026
1
2025
8
2024
5
2023
6
2022
6
2021
2
2019
4
2018
3
2017
1
2016
2
2015
3

Publication Venues and Collaboration

Journal, Conference, and Book Publication Breakdown

Conference 22
Journal 1
Book 4

Top Coauthors

Wibisono Wang Wilson

Research Impact by Period

2025-2026

Period Stats
Papers 9
Citations 50
Avg. Citations / Paper 5.6
H-Index 5

2020-2024

Period Stats
Papers 19
Citations 587
Avg. Citations / Paper 30.9
H-Index 12

2015-2019

Period Stats
Papers 13
Citations 2280
Avg. Citations / Paper 175.4
H-Index 10

2010-2014

Period Stats
Papers 14
Citations 649
Avg. Citations / Paper 46.4
H-Index 8

2005-2009

Period Stats
Papers 2
Citations 19
Avg. Citations / Paper 9.5
H-Index 1

Contact and Professional Links

Contact Information

andre.wibisono@yale.edu

Detected Research Keywords

Unadjusted Langevin Algorithm Rates Zero Order Symmetric Diagonally Dominant Diagonally Dominant Positive Dominant Positive Matrices Optimal Rates Zero Optimization Power Two Power Two Function Two Function Evaluations Accelerated Methods Optimization