SUNDARARAJAN SELLAMANICKAM
6 papers · 2012–2023 · 6 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 ↓+1 more ↓ Show less ↑
π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird
π
Trend Setter
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(3)
Architectures
(3)
Core Methods
(3)
Learning Types Β· Machine Learning
(3)
Optimization & Theory
(3)
Mathematics & Optimization
(2)
Learning Types Β· Deep Learning
(2)
Optimization
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Core AI
(1)
Keywords
stochastic gradient descent
(2)
contrastive learning
(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)
time series modeling
(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 embedding
(1)
node representation
(1)
Papers
FiGURe: Simple and Efficient Unsupervised Node Representations with Filter Augmentations
NeurIPS 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