William T. Redman

15 papers A* 4Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2025 — conf
How Iterative Magnitude Pruning Discovers Local Receptive Fields in Fully Connected Neural Networks.
CPAL
William T. Redman, Zhangyang Wang, Alessandro Ingrosso, Sebastian Goldt
2024 A* conf
Identifying Equivalent Training Dynamics.
NeurIPS
William T. Redman, Juan M. Bello-Rivas, Maria Fonoberova, Ryan Mohr, Yannis G. Kevrekidis, Igor Mezic
2024 J jnl
On How Iterative Magnitude Pruning Discovers Local Receptive Fields in Fully Connected Neural Networks.
CoRR
William T. Redman, Zhangyang Wang, Alessandro Ingrosso, Sebastian Goldt
2023 J jnl
Koopman Learning with Episodic Memory.
CoRR
William T. Redman, Dean Huang, Maria Fonoberova, Igor Mezic
2023 J jnl
On Equivalent Optimization of Machine Learning Methods.
CoRR
William T. Redman, Juan M. Bello-Rivas, Maria Fonoberova, Ryan Mohr, Ioannis G. Kevrekidis, Igor Mezic
2022 — conf
Algorithmic (Semi-)Conjugacy via Koopman Operator Theory.
CDC
William T. Redman, Maria Fonoberova, Ryan Mohr, Ioannis G. Kevrekidis, Igor Mezic
2022 J jnl
Algorithmic (Semi-)Conjugacy via Koopman Operator Theory.
CoRR
William T. Redman, Maria Fonoberova, Ryan Mohr, Ioannis G. Kevrekidis, Igor Mezic
2022 A* conf
An Operator Theoretic View On Pruning Deep Neural Networks.
ICLR
William T. Redman, Maria Fonoberova, Ryan Mohr, Yannis G. Kevrekidis, Igor Mezic
2022 A* conf
Universality of Winning Tickets: A Renormalization Group Perspective.
ICML
William T. Redman, Tianlong Chen, Zhangyang Wang, Akshunna S. Dogra
2021 J jnl
An Operator Theoretic Perspective on Pruning Deep Neural Networks.
CoRR
William T. Redman, Maria Fonoberova, Ryan Mohr, Ioannis G. Kevrekidis, Igor Mezic
2021 J jnl
On Koopman Mode Decomposition and Tensor Component Analysis.
CoRR
William T. Redman
2021 J jnl
Universality of Deep Neural Network Lottery Tickets: A Renormalization Group Perspective.
CoRR
William T. Redman, Tianlong Chen, Akshunna S. Dogra, Zhangyang Wang
2020 J jnl
Local error quantification for efficient neural network dynamical system solvers.
CoRR
Akshunna S. Dogra, William T. Redman
2020 A* conf
Optimizing Neural Networks via Koopman Operator Theory.
NeurIPS
Akshunna S. Dogra, William T. Redman
2020 J jnl
Optimizing Neural Networks via Koopman Operator Theory.
CoRR
Akshunna S. Dogra, William T. Redman