Maya R. Gupta
6 papers · 2007–2014 · 1 venue · across top CS/AI venues
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Achievements
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
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Hot Topic Early Bird
📈
Trend Setter
Venues
Top co-authors
Research topics
Keywords
dimensionality reduction
(1)
stochastic gradient descent
(1)
metric learning
(1)
multi-task learning
(1)
online learning
(1)
probabilistic modeling
(1)
mean estimation
(1)
hierarchical clustering
(1)
regularized discriminant analysis
(1)
bregman divergence
(1)
bayesian estimation
(1)
nearest neighbor
(1)
multi-class classification
(1)
james-stein estimator
(1)
linear classifier
(1)
non-negative matrix factorization
(1)
convex combination
(1)
missing data
(1)
quadratic discriminant analysis
(1)
kernel methods
(1)
Papers
Revisiting Stein's Paradox: Multi-Task Averaging
JMLR 2014
Training Highly Multiclass Classifiers
JMLR 2014
Classifying With Confidence From Incomplete Information
JMLR 2013
Similarity-based Clustering by Left-Stochastic Matrix Factorization
JMLR 2013
Similarity-based Classification: Concepts and Algorithms
JMLR 2009
Bayesian Quadratic Discriminant Analysis
JMLR 2007