Adithya M Devraj
4 papers · 2017–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(11)
π£
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(4)
Optimization & Theory
(4)
Artificial Intelligence
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types
(1)
Methods
(1)
Models
(1)
Optimization
(1)
Resources & Methods
(1)
Keywords
variance reduction
(2)
stochastic approximation
(2)
multi-task learning
(1)
online learning
(1)
direct preference optimization
(1)
preference optimization
(1)
convergence analysis
(1)
model merging
(1)
minimax optimization
(1)
strongly convex
(1)
primal-dual algorithm
(1)
linear convergence
(1)
convergence rate
(1)
stochastic variance reduction
(1)
nonlinear function approximation
(1)
neural network function approximation
(1)
data mixing
(1)
composition optimization
(1)
empirical composition optimization
(1)
multi-task alignment
(1)