Indraneel Mukherjee
6 papers · 2008–2021 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Half πΊοΈ Taxonomy Completionist (12) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π
Conference Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Keywords
weak classifier
(3)
multi-class classification
(3)
weak learner
(3)
convergence rate
(2)
exponential loss
(2)
ensemble learning
(2)
ensemble method
(2)
text analysis
(1)
pac learning
(1)
collapsed variational inference
(1)
gibbs sampling
(1)
posterior inference
(1)
agnostic learning
(1)
approximate posterior inference
(1)
classification accuracy
(1)
multiclass boosting
(1)
classification theory
(1)
boosting algorithm
(1)
additive model
(1)
boosting theory
(1)
Papers
Multiclass Boosting and the Cost of Weak Learning
NeurIPS 2021
A Theory of Multiclass Boosting
JMLR 2013
The Rate of Convergence of AdaBoost
JMLR 2013
The Rate of Convergence of Adaboost
COLT 2011
A Theory of Multiclass Boosting
NeurIPS 2010
Relative Performance Guarantees for Approximate Inference in Latent Dirichlet Allocation
NeurIPS 2008