SUNDARARAJAN SELLAMANICKAM
6 papers · 2012–2023 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (23) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (6) π Academic Marathon (11)
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Cross-Pollinator
(13)
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Renaissance Researcher
(6)
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Interdisciplinary Bridge
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Trend Setter
Conferences
AAAI (1)
AISTATS (1)
COLING (1)
ICLR (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
unsupervised learning
(1)
contrastive learning
(1)
stochastic gradient descent
(1)
semi-supervised learning
(1)
sequence labeling
(1)
embedding learning
(1)
sequential decision making
(1)
distributed learning
(1)
graph representation
(1)
deterministic annealing
(1)
constraint satisfaction
(1)
alternating optimization
(1)
structured output learning
(1)
structured output
(1)
communication efficiency
(1)
linear classifier
(1)
dynamical system
(1)
recurrent neural network
(1)
node representation
(1)
node representation learning
(1)
Papers
FiGURe: Simple and Efficient Unsupervised Node Representations with Filter Augmentations
NIPS 2023
Simulating Network Paths with Recurrent Buffering Units
AAAI 2023
IGLU: Efficient GCN Training via Lazy Updates
ICLR 2022
An efficient distributed learning algorithm based on effective local functional approximations
JMLR 2018
Deterministic Annealing for Semi-Supervised Structured Output Learning
AISTATS 2012
Extension of TSVM to Multi-Class and Hierarchical Text Classification Problems With General Losses
COLING 2012