M. P. Kumar
3 papers · 2008–2010 · 1 venue · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (21) π± Topic Pioneer π Keyword Trendsetter Combo (4)
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(3)
Bayesian & Probabilistic Β· Machine Learning
(3)
Core Methods
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Mathematics & Optimization
(2)
Bayesian & Probabilistic Β· Artificial Intelligence
(2)
Optimization
(2)
Computer Science
(1)
Computer Vision
(1)
Analysis
(1)
Foundations
(1)
Learning Paradigms
(1)
Learning Types
(1)
Keywords
convex optimization
(2)
graphical model
(2)
probabilistic modeling
(1)
variational inference
(1)
em algorithm
(1)
curriculum learning
(1)
face recognition
(1)
energy minimization
(1)
message passing
(1)
map estimation
(1)
linear programming relaxation
(1)
truncated convex models
(1)
st-mincut algorithm
(1)
mixture of trees
(1)
parameter learning
(1)
structural svm
(1)
self-paced learning
(1)
latent variable model
(1)
mixture model
(1)
structural support vector machine
(1)