Paul Sajda
7 papers · 2003–2019 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Cross-Pollinator (9) πΊοΈ Taxonomy Completionist (11) π£ Hot Topic Early Bird π§ Keyword Pioneer
π
Conference Polyglot
(3)
π
Academic Marathon
(16)
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Keyword Trendsetter Combo
(3)
π±
Topic Pioneer
π
Trend Setter
Conferences
JMLR (4)
NIPS (2)
AISTATS (1)
Top co-authors
Keywords
logistic regression
(2)
bilinear discriminant analysis
(2)
event related synchronization
(2)
signal processing
(2)
brain computer interface
(2)
covariance matrix
(1)
signal classification
(1)
model selection
(1)
feature selection
(1)
model misspecification
(1)
blind source separation
(1)
maximum likelihood
(1)
discriminant analysis
(1)
l1 regularization
(1)
risk minimization
(1)
eeg classification
(1)
variational inference
(1)
iterative optimization
(1)
single-trial analysis
(1)
feature learning
(1)
Papers
A state-space model for inferring effective connectivity of latent neural dynamics from simultaneous EEG/fMRI
NIPS 2019
Fast, Exact Model Selection and Permutation Testing for l2-Regularized Logistic Regression
AISTATS 2012
Maximum Likelihood in Cost-Sensitive Learning: Model Specification, Approximations, and Upper Bounds
JMLR 2010
Second-Order Bilinear Discriminant Analysis
JMLR 2010
A Fast Hybrid Algorithm for Large-Scale -Regularized Logistic Regression
JMLR 2010
Second Order Bilinear Discriminant Analysis for single trial EEG analysis
NIPS 2007
Blind Source Separation via Generalized Eigenvalue Decomposition
JMLR 2003