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William T Redman
Researcher, Intelligent Systems Center, Johns Hopkins University Applied Physics Laboratory
Researcher, AIMdyn Inc.
Joined
September 2021
Names
William T Redman
(Preferred)
,
William T. Redman
Emails
****@ucsb.edu
(Confirmed)
,
****@jhuapl.edu
(Confirmed)
,
****@jh.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Researcher
Intelligent Systems Center,
Johns Hopkins University Applied Physics Laboratory
(jhuapl.edu)
2024
–
Present
Researcher
AIMdyn Inc.
(aimdyn.com)
2021
–
Present
PhD student
UC Santa Barbara
(ucsb.edu)
2018
–
2023
Undergrad student
New York University
(nyu.edu)
2014
–
2018
Advisors, Relations & Conflicts
PhD Advisor
Michael Goard
2018
–
2023
Expertise
Koopman operator theory and ML
Present
Systems neuroscience
Present
Renormalization group theory and ML
Present
Sparse machine learning
Present
Publications
How Iterative Magnitude Pruning Discovers Local Receptive Fields in Fully Connected Neural Networks
William T Redman
,
Zhangyang Wang
,
Alessandro Ingrosso
,
Sebastian Goldt
CPAL 2025 (Proceedings Track) Poster
Readers:
Everyone
Not so griddy: Internal representations of RNNs path integrating more than one agent
William T Redman
,
Francisco Acosta
,
Santiago Acosta-Mendoza
,
Nina Miolane
NeuroAI @ NeurIPS 2024 Poster
Readers:
Everyone
Global Distortions from Local Rewards: Neural Coding Strategies in Path-Integrating Neural Systems
Francisco Acosta
,
Fatih Dinc
,
William T Redman
,
Manu Madhav
,
David Klindt
,
Nina Miolane
NeurIPS 2024 poster
Readers:
Everyone
Not so griddy: Internal representations of RNNs path integrating more than one agent
William T Redman
,
Francisco Acosta
,
Santiago Acosta-Mendoza
,
Nina Miolane
NeurIPS 2024 poster
Readers:
Everyone
Identifying Equivalent Training Dynamics
William T Redman
,
Juan M. Bello-Rivas
,
Maria Fonoberova
,
Ryan Mohr
,
Yannis Kevrekidis
,
Igor Mezic
NeurIPS 2024 spotlight
Readers:
Everyone
On Equivalent Optimization of Machine Learning Methods
William T. Redman
,
Juan M. Bello-Rivas
,
Maria Fonoberova
,
Ryan Mohr
,
Ioannis G. Kevrekidis
,
Igor Mezic
2023 (modified: 16 Apr 2023)
CoRR 2023
Readers:
Everyone
On Koopman mode decomposition and tensor component analysis
William T Redman
30 Mar 2022
OpenReview Archive Direct Upload
Readers:
Everyone
Optimizing neural networks via Koopman operator theory
William T Redman
,
Akshunna S. Dogra
30 Mar 2022
OpenReview Archive Direct Upload
Readers:
Everyone
Universality of Winning Tickets: A Renormalization Group Perspective
William T. Redman
,
Tianlong Chen
,
Zhangyang Wang
,
Akshunna S. Dogra
2022 (modified: 16 Apr 2023)
ICML 2022
Readers:
Everyone
Algorithmic (Semi-)Conjugacy via Koopman Operator Theory
William T. Redman
,
Maria Fonoberova
,
Ryan Mohr
,
Ioannis G. Kevrekidis
,
Igor Mezic
2022 (modified: 16 Apr 2023)
CDC 2022
Readers:
Everyone
View all 15 publications
Co-Authors
Akshunna S. Dogra
Alessandro Ingrosso
David Klindt
Fatih Dinc
Francisco Acosta
Igor Mezic
Ioannis G. Kevrekidis
Juan M. Bello-Rivas
MARIA FONOBEROVA
Manu Madhav
Maria Fonoberova
Nina Miolane
Ryan Mohr
Santiago Acosta-Mendoza
Sebastian Goldt
Tianlong Chen
Yannis G. Kevrekidis
Yannis Kevrekidis
Zhangyang Wang