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Bradley Thomas Baker
Postdoc, Georgia State University
Joined
May 2021
Names
Bradley Thomas Baker
(Preferred)
,Â
Bradley T. Baker
Emails
****@gsu.edu
(Confirmed)
,Â
****@gatech.edu
(Confirmed)
Personal Links
Homepage
DBLP
Career & Education History
Postdoc
Georgia State University
(gsu.edu)
2023
–
Present
PhD student
Georgia Institute of Technology
(gatech.edu)
2019
–
2023
MS student
University of New Mexico
(unm.edu)
2017
–
2019
Undergrad student
New College of Florida
(ncf.edu)
2012
–
2016
Advisors, Relations & Conflicts
PhD Advisor
Vince Calhoun
2014
–
2023
PhD Advisor
Sergey Plis
2014
–
2023
Expertise
Machine Learning
2014
–
2023
Deep Learning
2014
–
2023
Distributed Learning
2014
–
2023
Computational Neuroscience
2014
–
2023
Publications
Batch Effects In Brain Foundation Model Embeddings
Ye Tao
,
Bradley Thomas Baker
,
Yu Wu
,
Anand D. Sarwate
,
Sandeep panta
,
Sergey Plis
,
Vince D. Calhoun
SD4H ICML 2026 Poster
Readers:
Everyone
Robust Group PCA for Separable Noise: An Argument for Subject-Level PCA
Samuel Oriola
,
Calvin McCurdy
,
Bradley Thomas Baker
,
Vince Calhoun
,
Rogers F Silva
BHI 2025
Readers:
Everyone
Low-Rank Learning by Design: the Role of Network Architecture and Activation Linearity in Gradient Rank Collapse
Bradley T. Baker
,
Barak A. Pearlmutter
,
Robyn L. Miller
,
Vince D. Calhoun
,
Sergey M. Plis
CoRR 2024
Readers:
Everyone
Spectral Introspection Identifies Group Training Dynamics in Deep Neural Networks for Neuroimaging
Bradley T. Baker
,
Vince D. Calhoun
,
Sergey M. Plis
CoRR 2024
Readers:
Everyone
Multiscale Neuroimaging Features for the Identification of Medication Class and Non-Responders in Mood Disorder Treatment
Bradley T. Baker
,
Mustafa S. Salman
,
Zening Fu
,
Armin Iraji
,
Elizabeth A. Osuch
,
Henry Jeremy Bockholt
,
Vince D. Calhoun
CoRR 2024
Readers:
Everyone
Low-Rank Learning by Design: the Role of Network Architecture and Activation Linearity in Gradient Rank Collapse
Bradley Thomas Baker
,
Barak A. Pearlmutter
,
Robyn Miller
,
Vince Calhoun
,
Sergey Plis
Submitted to NeurIPS 2023
Readers:
Everyone
Enhancing collaborative neuroimaging research: introducing COINSTAC Vaults for federated analysis and reproducibility
Dylan Martin
,
Sunitha Basodi
,
Sandeep R. Panta
,
Kelly Rootes-Murdy
,
Paul Prae
,
Anand D. Sarwate
,
Ross Kelly
,
Javier Romero
,
Bradley T. Baker
,
Harshvardhan Gazula
,
Henry Jeremy Bockholt
,
Jessica A. Turner
,
Nathalia Bianchini Esper
,
Alexandre R. Franco
,
Sergey M. Plis
,
Vince D. Calhoun
Published: 01 Jan 2023, Last Modified: 26 Nov 2023
Frontiers Neuroinformatics 2023
Readers:
Everyone
BrainForge: An online data analysis platform for integrative neuroimaging acquisition, analysis, and sharing
Eric Verner
,
Helen Petropoulos
,
Bradley T. Baker
,
Henry Jeremy Bockholt
,
Jill Fries
,
Anastasia Bohsali
,
Rajikha Raja
,
Duc Hoai Trinh
,
Vince D. Calhoun
Concurr. Comput. Pract. Exp. 2023
Readers:
Everyone
Decentralized Parallel Independent Component Analysis for Multimodal, Multisite Data
Chan Aek Panichvatana
,
Jiayu Chen
,
Bradley T. Baker
,
Bishal Thapaliya
,
Vince D. Calhoun
,
Jingyu Liu
EMBC 2023
Readers:
Everyone
View all 20 publications
Co-Authors
Alexandre R. Franco
Anand D. Sarwate
Anastasia Bohsali
Anees Abrol
Armin Iraji
Barak A. Pearlmutter
Bishal Thapaliya
Calvin McCurdy
Chan Aek Panichvatana
Debbrata K. Saha
Debratta Saha
Duc Hoai Trinh
Dylan Martin
Elizabeth A. Osuch
Eric Verner
Eswar Damaraju
Hafiz Imtiaz
Harshvardhan Gazula
Helen Petropoulos
Henry Jeremy Bockholt
Jafar Mohammadi
Javier Romero
Jessica A. Turner
Jiayu Chen
Jill Fries
View all 49 co-authors