S. Sathiya Keerthi
8 papers · 2005–2022 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π£ Hot Topic Early Bird π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (12)
π§
Keyword Pioneer
π
Trend Setter
Venues
Top co-authors
Research topics
Keywords
linear classifier
(3)
support vector machine
(3)
model compression
(2)
distributed learning
(2)
distributed optimization
(1)
distributed computing
(1)
logistic regression
(1)
large-scale learning
(1)
l1 regularization
(1)
gradient boosting
(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
An efficient distributed learning algorithm based on effective local functional approximations
JMLR 2018
Batch-Expansion Training: An Efficient Optimization Framework
AISTATS 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