S.v.n. Vishwanathan
18 papers
· 2006–2019
· 6 conferences
· across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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Academic Marathon
(13)
πΊοΈ
Taxonomy Completionist
(17)
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Cross-Pollinator
(13)
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Renaissance Researcher
(6)
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Conference Polyglot
(6)
π£
Hot Topic Early Bird
π§
Keyword Pioneer
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Keyword Trendsetter Combo
(7)
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Keyword Champion
π±
Topic Pioneer
ποΈ
Keyword Collector
(63)
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Conference Pioneer
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Trend Setter
β‘
Prolific Year
(6)
π
Century Club
(18)
π₯
Unstoppable
(5)
Conferences
NIPS (10)
JMLR (4)
AISTATS (1)
COLT (1)
CONLL (1)
EMNLP (1)
Top co-authors
Keywords
kernel methods
(5)
graph kernel
(4)
convex optimization
(3)
stochastic optimization
(3)
reproducing kernel hilbert space
(3)
support vector machine
(3)
regularized risk minimization
(2)
smoothing technique
(2)
classification
(2)
variational inference
(2)
lower bound
(2)
cutting plane method
(2)
convergence analysis
(2)
random walk
(2)
logistic regression
(1)
bayesian inference
(1)
approximate inference
(1)
feature extraction
(1)
online learning
(1)
convergence acceleration
(1)
Papers
t-divergence Based Approximate Inference
NIPS 2011
Graph Kernels
JMLR 2010
t-logistic regression
NIPS 2010
Hash Kernels for Structured Data
JMLR 2009
Semi-Markov Models for Sequence Segmentation
CONLL 2007
Semi-Markov Models for Sequence Segmentation
EMNLP 2007
Bundle Methods for Machine Learning
NIPS 2007
implicit Online Learning with Kernels
NIPS 2006
Fast Computation of Graph Kernels
NIPS 2006
Fast Iterative Kernel PCA
NIPS 2006