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Jeff Bilmes
Full Professor, Electrical & Computer Engineering/Computer Science & Engineering, University of Washington, Seattle
Joined
December 2016
Names
Jeff Bilmes
(Preferred)
,
Jeffrey Bilmes
,
Jeff A. Bilmes
,
Jeffrey A. Bilmes
Emails
****@uw.edu
(Confirmed)
,
****@ee.washington.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Full Professor
Electrical & Computer Engineering/Computer Science & Engineering,
University of Washington, Seattle
(uw.edu)
1999
–
Present
Advisors, Relations & Conflicts
PhD Advisor
Nelson Morgan
1993
–
1999
PhD Advisor
Jim Demmel
1993
–
1999
Expertise
artificial intelligence
Present
machine learning
Present
submodular optimization
Present
data science
Present
Publications
Matched Data, Better Models: Target Aligned Data Filtering with Sparse Autoencoders
Arnav Mohanty Das
,
Gantavya Bhatt
,
Sahil Verma
,
Yiping Wang
,
Viswa Virinchi Muppirala
,
Jeff Bilmes
ICLR 2026 Workshop DATA-FM
Readers:
Everyone
Matched Data, Better Models: Target Aligned Data Filtering with Sparse Autoencoders
Arnav Mohanty Das
,
Gantavya Bhatt
,
Sahil Verma
,
Yiping Wang
,
Viswa Virinchi Muppirala
,
Jeff Bilmes
ICLR 2026 Poster
Readers:
Everyone
How Many Images Does It Take? Estimating Imitation Thresholds in Text-to-Image Models
Sahil Verma
,
Royi Rassin
,
Arnav Mohanty Das
,
Gantavya Bhatt
,
Preethi Seshadri
,
Chirag Shah
,
Jeff Bilmes
,
Hannaneh Hajishirzi
,
Yanai Elazar
Accepted by TMLR
Readers:
Everyone
Tilted Sharpness-Aware Minimization
Tian Li
,
Tianyi Zhou
,
Jeff Bilmes
ICML 2025 poster
Readers:
Everyone
Many-Objective Multi-Solution Transport
Ziyue Li
,
Tian Li
,
Virginia Smith
,
Jeff Bilmes
,
Tianyi Zhou
ICLR 2025 Poster
Readers:
Everyone
Reweighting Local Mimina with Tilted SAM
Tian Li
,
Tianyi Zhou
,
Jeff Bilmes
Submitted to ICLR 2025
Readers:
Everyone
How Many Van Goghs Does It Take to Van Gogh? Finding the Imitation Threshold
Sahil Verma
,
Royi Rassin
,
Arnav Mohanty Das
,
Gantavya Bhatt
,
Preethi Seshadri
,
Chirag Shah
,
Jeff Bilmes
,
Hannaneh Hajishirzi
,
Yanai Elazar
Submitted to ICLR 2025
Readers:
Everyone
How Many Van Goghs Does It Take to Van Gogh? Finding the Imitation Threshold
Sahil Verma
,
Royi Rassin
,
Arnav Mohanty Das
,
Gantavya Bhatt
,
Preethi Seshadri
,
Chirag Shah
,
Jeff Bilmes
,
Hannaneh Hajishirzi
,
Yanai Elazar
SafeGenAi Poster
Readers:
Everyone
How Many Van Goghs Does It Take to Van Gogh? Finding the Imitation Threshold
Sahil Verma
,
Royi Rassin
,
Arnav Mohanty Das
,
Gantavya Bhatt
,
Preethi Seshadri
,
Chirag Shah
,
Jeff Bilmes
,
Hannaneh Hajishirzi
,
Yanai Elazar
RegML 2024
Readers:
Everyone
Effective Backdoor Mitigation in Vision-Language Models Depends on the Pre-training Objective
Sahil Verma
,
Gantavya Bhatt
,
Avi Schwarzschild
,
Soumye Singhal
,
Arnav Mohanty Das
,
Chirag Shah
,
John P Dickerson
,
Pin-Yu Chen
,
Jeff Bilmes
Accepted by TMLR
Readers:
Everyone
View all 88 publications
Co-Authors
Abdel-rahman Mohamed
Abir De
Adhyyan Narang
Amarnag Subramanya
Andrew Cotter
Andrew Guillory
Anthony Rowe
Arnav Mohanty Das
Avi Schwarzschild
Bethany Lusch
Brian W. Dolhansky
Carlos Guestrin
Chandrashekhar Lavania
Chirag Shah
Daniel S. Weld
Danny Wyatt
Franz Pernkopf
Galen Andrew
Ganesh Ramakrishnan
Gang Ji
Gantavya Bhatt
Gopinath Chennupati
Gregor Urban
Gregory Canal
Hannaneh Hajishirzi
View all 116 co-authors