S. V. N. Vishwanathan
6 papers · 2005–2018 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (11)
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Keyword Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Keywords
online learning
(2)
stochastic optimization
(1)
stochastic gradient descent
(1)
spectral clustering
(1)
kernel principal component analysis
(1)
distributed computing
(1)
image denoising
(1)
reproducing kernel hilbert space
(1)
strong convexity
(1)
step size adaptation
(1)
batch optimization
(1)
support vector machine
(1)
regret bound
(1)
convergence rate
(1)
multiplicative update
(1)
stochastic meta-descent
(1)
gain adaptation
(1)
data access
(1)
combinatorial optimization
(1)
extended formulation
(1)
Papers
Batch-Expansion Training: An Efficient Optimization Framework
AISTATS 2018
Online Learning of Combinatorial Objects via Extended Formulation
ALT 2018
WordRank: Learning Word Embeddings via Robust Ranking
EMNLP 2016
Fast Iterative Kernel Principal Component Analysis
JMLR 2007
Step Size Adaptation in Reproducing Kernel Hilbert Space
JMLR 2006
Hash Kernels
AISTATS 2005