Bradley T. Baker

17 papers Misc 1Journal 11Unranked 4
YearRankTypeTitle / Venue / Authors
2024 — —
Learning with Less: Low-rank Dynamics, Communication, and Introspection in Machine Learning.
Bradley T. Baker
2024 J jnl
Low-Rank Learning by Design: the Role of Network Architecture and Activation Linearity in Gradient Rank Collapse.
CoRR
Bradley T. Baker, Barak A. Pearlmutter, Robyn L. Miller, Vince D. Calhoun, Sergey M. Plis
2024 — conf
Multiscale Neuroimaging Features for the Identification of Medication Class and Non-Responders in Mood Disorder Treatment.
ISBI
Bradley T. Baker, Mustafa S. Salman, Zening Fu, Armin Iraji, Elizabeth A. Osuch, Henry Jeremy Bockholt, Vince D. Calhoun
2024 J jnl
Multiscale Neuroimaging Features for the Identification of Medication Class and Non-Responders in Mood Disorder Treatment.
CoRR
Bradley T. Baker, Mustafa S. Salman, Zening Fu, Armin Iraji, Elizabeth A. Osuch, Henry Jeremy Bockholt, Vince D. Calhoun
2024 J jnl
Spectral Introspection Identifies Group Training Dynamics in Deep Neural Networks for Neuroimaging.
CoRR
Bradley T. Baker, Vince D. Calhoun, Sergey M. Plis
2023 J jnl
BrainForge: An online data analysis platform for integrative neuroimaging acquisition, analysis, and sharing.
Concurr. Comput. Pract. Exp.
Eric Verner, Helen Petropoulos, Bradley T. Baker, Henry Jeremy Bockholt, Jill Fries, Anastasia Bohsali, Rajikha Raja, Duc Hoai Trinh, Vince D. Calhoun
2023 — conf
Decentralized Parallel Independent Component Analysis for Multimodal, Multisite Data.
EMBC
Chan Aek Panichvatana, Jiayu Chen, Bradley T. Baker, Bishal Thapaliya, Vince D. Calhoun, Jingyu Liu
2023 J jnl
Enhancing collaborative neuroimaging research: introducing COINSTAC Vaults for federated analysis and reproducibility.
Frontiers Neuroinformatics
Dylan Martin, Sunitha Basodi, Sandeep R. Panta, Kelly Rootes-Murdy, Paul Prae, Anand D. Sarwate, Ross Kelly, Javier Tomas Romero, Bradley T. Baker, Harshvardhan Gazula, Henry Jeremy Bockholt, Jessica A. Turner, Nathalia Bianchini Esper, Alexandre R. Franco, Sergey M. Plis, Vince D. Calhoun
2022 — conf
Decentralized Spatially Constrained Source-Based Morphometry.
ISBI
Debbrata K. Saha, Rogers F. Silva, Bradley T. Baker, Vince D. Calhoun
2021 J jnl
A Correlated Noise-Assisted Decentralized Differentially Private Estimation Protocol, and its Application to fMRI Source Separation.
IEEE Trans. Signal Process.
Hafiz Imtiaz, Jafar Mohammadi, Rogers F. Silva, Bradley T. Baker, Sergey M. Plis, Anand D. Sarwate, Vince D. Calhoun
2021 J jnl
Efficient Distributed Auto-Differentiation.
CoRR
Bradley T. Baker, Vince D. Calhoun, Barak A. Pearlmutter, Sergey M. Plis
2020 J jnl
COINSTAC: Collaborative Informatics and Neuroimaging Suite Toolkit for Anonymous Computation.
J. Open Source Softw.
Harshvardhan Gazula, Ross Kelly, Javier Tomas Romero, Eric Verner, Bradley T. Baker, Rogers F. Silva, Hafiz Imtiaz, Debbrata K. Saha, Rajikha Raja, Jessica A. Turner, Anand D. Sarwate, Sergey M. Plis, Vince D. Calhoun
2019 J jnl
Decentralized temporal independent component analysis: Leveraging fMRI data in collaborative settings.
NeuroImage
Bradley T. Baker, Anees Abrol, Rogers F. Silva, Eswar Damaraju, Anand D. Sarwate, Vince D. Calhoun, Sergey M. Plis
2019 J jnl
Improved Differentially Private Decentralized Source Separation for fMRI Data.
CoRR
Hafiz Imtiaz, Jafar Mohammadi, Rogers F. Silva, Bradley T. Baker, Sergey M. Plis, Anand D. Sarwate, Vince D. Calhoun
2018 J jnl
Decentralized Analysis of Brain Imaging Data: Voxel-Based Morphometry and Dynamic Functional Network Connectivity.
Frontiers Neuroinformatics
Harshvardhan Gazula, Bradley T. Baker, Eswar Damaraju, Sergey M. Plis, Sandeep R. Panta, Rogers F. Silva, Vince D. Calhoun
2016 Misc conf
Privacy-preserving source separation for distributed data using independent component analysis.
CISS
Hafiz Imtiaz, Rogers F. Silva, Bradley T. Baker, Sergey M. Plis, Anand D. Sarwate, Vince D. Calhoun
2015 — conf
Large scale collaboration with autonomy: Decentralized data ICA.
MLSP
Bradley T. Baker, Rogers F. Silva, Vince D. Calhoun, Anand D. Sarwate, Sergey M. Plis