S. Sathiya Keerthi
8 papers · 2005–2022 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4) π Academic Marathon (17)
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Cross-Pollinator
(13)
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Interdisciplinary Bridge
π
Trend Setter
Conferences
JMLR (5)
AAAI (1)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
linear classifier
(3)
support vector machine
(3)
model compression
(2)
distributed learning
(2)
distributed optimization
(1)
distributed computing
(1)
logistic regression
(1)
gradient boosting
(1)
l1 regularization
(1)
large scale learning
(1)
linear programming
(1)
sparse optimization
(1)
strong convexity
(1)
communication efficiency
(1)
linear svm
(1)
block coordinate descent
(1)
quadratic approximation
(1)
batch optimization
(1)
maximum likelihood
(1)
multi-label classification
(1)
Papers
Efficient Vertex-Oriented Polytopic Projection for Web-Scale Applications
AAAI 2022
Batch-Expansion Training: An Efficient Optimization Framework
AISTATS 2018
An efficient distributed learning algorithm based on effective local functional approximations
JMLR 2018
A distributed block coordinate descent method for training l1 regularized linear classifiers
JMLR 2017
Gradient Boosted Decision Trees for High Dimensional Sparse Output
ICML 2017
Trust Region Newton Method for Logistic Regression
JMLR 2008
Building Support Vector Machines with Reduced Classifier Complexity
JMLR 2006
A Modified Finite Newton Method for Fast Solution of Large Scale Linear SVMs
JMLR 2005