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Kevin Carlberg
Principal Researcher, Facebook
Associate Professor, Mechanical Engineering, University of Washington
Joined
May 2025
Names
Kevin Carlberg
(Preferred)
,
Kevin Thomas Carlberg
Emails
****@fb.com
(Confirmed)
,
****@uw.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Homepage
Google Scholar
LinkedIn
Career & Education History
Principal Researcher
Facebook
(fb.com)
2019
–
Present
Associate Professor
Mechanical Engineering,
University of Washington
(uw.edu)
2019
–
Present
Principal Researcher
Applied Mathematics,
Facebook
(meta.com)
2019
–
2024
Principal Researcher
Reality Labs,
Sandia National Laboratories
(sandia.gov)
2011
–
2019
PhD student
Scientific Computing and Machine Learning,
Stanford University
(stanford.edu)
2005
–
2011
Advisors, Relations & Conflicts
PhD Advisor
Charbel Farhat
2005
–
2011
Expertise
Model reduction
Present
Deep learning
Present
Computational Physics
Present
Manifold learning
Present
Numerical optimization
Present
Publications
DigiData: Training and Evaluating General-Purpose Mobile Control Agents
Yuxuan Sun
,
Manchen Wang
,
Shengyi Qian
,
William R. Wong
,
Eric Gan
,
Pierluca D'Oro
,
Alejandro Castillejo Munoz
,
Sneha Silwal
,
Pedro Matias
,
Nitin Kamra
,
Satwik Kottur
,
Nick Raines
,
Xuanyi Zhao
,
Joy Chen
,
Joseph Greer
,
Andrea Madotto
,
Allen Bolourchi
,
James Valori
,
Kevin Carlberg
,
Karl Ridgeway
et al. (1 additional authors not shown)
Submitted to ICLR 2026
Readers:
Everyone
Benchmarking Egocentric Multimodal Goal Inference for Assistive Wearable Agents
Vijay Veerabadran
,
Fanyi Xiao
,
Nitin Kamra
,
Pedro Matias
,
Joy Chen
,
Caley Drooff
,
Brett D Roads
,
Riley Williams
,
Ethan Henderson
,
Xuanyi Zhao
,
Kevin Carlberg
,
Joseph Tighe
,
Karl Ridgeway
NeurIPS 2025 Datasets and Benchmarks Track spotlight
Readers:
Everyone
Accelerating Look-ahead in Bayesian Optimization: Multilevel Monte Carlo is All you Need
Shangda Yang
,
Vitaly Zankin
,
Maximilian Balandat
,
Stefan Scherer
,
Kevin Thomas Carlberg
,
Neil Walton
,
Kody J. H. Law
ICML 2024 Poster
Readers:
Everyone
Predicting visual attention using the hidden structure in eye-gaze dynamics
Gabor Lengyel
,
Kevin Thomas Carlberg
,
Tanya R. Jonker
15 May 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Learning a Visually Grounded Memory Assistant
Meera Hahn
,
Kevin Thomas Carlberg
,
Ruta Desai
,
James Hillis
17 Nov 2022
OpenReview Archive Direct Upload
Readers:
Everyone
CROM: Continuous Reduced-Order Modeling of PDEs Using Implicit Neural Representations
Peter Yichen Chen
,
Jinxu Xiang
,
Dong Heon Cho
,
Yue Chang
,
G A Pershing
,
Henrique Teles Maia
,
Maurizio M Chiaramonte
,
Kevin Thomas Carlberg
,
Eitan Grinspun
Published: 01 Feb 2023, Last Modified: 14 Jan 2026
ICLR 2023 notable top 25%
Readers:
Everyone
Co-Authors
Alejandro Castillejo Munoz
Allen Bolourchi
Andrea Madotto
Brett D Roads
Caley Drooff
Dong Heon Cho
Eitan Grinspun
Eric Gan
Ethan Henderson
Fanyi Xiao
G A Pershing
Gabor Lengyel
Henrique Teles Maia
James Hillis
James Valori
Jinxu Xiang
Joseph Greer
Joseph Tighe
Joy Chen
Karl Ridgeway
Kody J. H. Law
Manchen Wang
Maurizio M Chiaramonte
Maximilian Balandat
Meera Hahn
View all 45 co-authors