Russell Poldrack
7 papers · 2013–2022 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (9) π Renaissance Researcher (5)
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(31)
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Keyword Champion
(3)
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Topic Evolution
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(52)
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Trend Setter
Conferences
AISTATS (3)
NIPS (3)
ICML (1)
Top co-authors
Keywords
neuroimaging datum
(3)
submodular optimization
(2)
structure learning
(2)
bayesian inference
(2)
gaussian process
(2)
sparse coding
(1)
high-dimensional statistics
(1)
variational inference
(1)
expectation maximization
(1)
self-supervised learning
(1)
convex optimization
(1)
predictive modeling
(1)
hierarchical model
(1)
high-dimensional estimation
(1)
canonical correlation analysis
(1)
l1 regularization
(1)
feature selection
(1)
coordinate descent
(1)
functional neuroimaging
(1)
bayesian learning
(1)
Papers
Self-Supervised Learning of Brain Dynamics from Broad Neuroimaging Data
NIPS 2022
Bayesian Structure Learning for Dynamic Brain Connectivity
AISTATS 2018
A Simple and Provable Algorithm for Sparse Diagonal CCA
ICML 2016
Sparse Submodular Probabilistic PCA
AISTATS 2015
On Prior Distributions and Approximate Inference for Structured Variables
NIPS 2014
Bayesian Structure Learning for Functional Neuroimaging
AISTATS 2013
BIG & QUIC: Sparse Inverse Covariance Estimation for a Million Variables
NIPS 2013