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Barak A. Pearlmutter
Full Professor, Computer Science, Maynooth University
Joined
November 2017
Names
Barak A. Pearlmutter
(Preferred)
,
Barak Pearlmutter
Emails
****@pearlmutter.net
(Confirmed)
,
****@cs.nuim.ie
(Confirmed)
,
****@debian.org
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@cs.unm.edu
(Confirmed)
,
****@cs.cmu.edu
,
****@mu.ie
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
Career & Education History
Full Professor
Computer Science,
Maynooth University
(mu.ie)
2003
–
Present
Advisors, Relations & Conflicts
Coauthor
Atilim Gunes Baydin
2018
–
Present
Coauthor
Jeffrey Mark Siskind
1999
–
Present
Coauthor
Sergey Plis
1998
–
Present
Postdoc Advisee
Sung Chan Jun
1998
–
2005
Coauthor
Anthony M. Zador
1991
–
2005
Coauthor
Geoffrey Hinton
1983
–
2000
PhD Advisor
David Touretzky
1983
–
1996
Expertise
Computational Neuroscience
Present
Theoretical Neurobiology
Present
Automatic Differentiation
Present
Neural Networks
Present
Machine Learning
Present
Publications
Change of Thought: Adaptive Test-Time Computation
Sergey Plis
,
Mrinal Mathur
,
Barak A. Pearlmutter
,
Mike Doan
https://arxiv.org/abs/2507.13569
Readers:
Everyone
Change of Thought: Adaptive Test-Time Computation
Mrinal Mathur
,
Mike Doan
,
Barak A. Pearlmutter
,
Sergey Plis
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
Hyperparameter search on the test set in the wild
Jack A. Kilgallen
,
Barak A. Pearlmutter
,
Jeffrey Mark Siskind
Submitted to ICLR 2026
Readers:
Everyone
The EEG activation maps in recent work are uninterpretable by experts
Hari Bharadwaj
,
Ronnie Wilbur
,
Barak A. Pearlmutter
,
Jeffrey Mark Siskind
Submitted to ICLR 2026
Readers:
Everyone
Change of Thought: Adaptive Test-Time Computation
Mrinal Mathur
,
Mike Doan
,
Barak A. Pearlmutter
,
Sergey M. Plis
CoRR 2025
Readers:
Everyone
Comparing differentiable logics for learning with logical constraints
Thomas Flinkow
,
Barak A. Pearlmutter
,
Rosemary Monahan
Science of Computer Programming
Readers:
Everyone
MIND over Body: Adaptive Thinking using Dynamic Computation
Mrinal Mathur
,
Barak A. Pearlmutter
,
Sergey M. Plis
ICLR 2025
Readers:
Everyone
MIND over Body: Adaptive Thinking using Dynamic Computation
Mrinal Mathur
,
Barak A. Pearlmutter
,
Sergey M. Plis
ICLR 2025 Oral
Readers:
Everyone
Second-Order Forward-Mode Automatic Differentiation for Optimization
Adam D. Cobb
,
Atilim Gunes Baydin
,
Barak A. Pearlmutter
,
Susmit Jha
NeurIPS 2024 Workshop
Readers:
Everyone
View all 116 publications
Co-Authors
Adam D. Cobb
Adil Reghai
Akaysha C. Tang
Alexey Andreyevich Radul
Alexey Radul
Ali A. Minai
Allen Osman
Andrei Barbu
Andries Petrus Engelbrecht
Anthony M. Zador
Atilim Gunes Baydin
Bethany C. Reeb
Bradley T. Baker
Bradley Thomas Baker
Brijesh K. Verma
Caiming Xiong
Catherine Hanson
Charles Markham
Charles-Albert Lehalle
Christiane D. Fellbaum
Christina Warrender
Christopher J. Soraghan
Christopher V. Alvino
Conor J. Houghton
D. M. Titterington
View all 127 co-authors