Balaji Krishnapuram
8 papers · 1999–2011 · 3 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (23) π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π±
Topic Pioneer
π
Keyword Trendsetter Combo
(8)
π§
Keyword Pioneer
π
Keyword Champion
(2)
π
Trend Setter
π
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(6)
Learning Types
(6)
Core Methods
(5)
Optimization & Theory
(5)
Healthcare & Medicine
(2)
Bayesian & Probabilistic Β· Machine Learning
(2)
Clinical
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Natural Language Processing
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Core AI
(1)
Domain-Specific
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
computer aided diagnosis
(2)
multi-view learning
(2)
semi-supervised learning
(2)
bayesian inference
(2)
gaussian process classifier
(2)
logistic regression
(1)
multiple instance learning
(1)
dirichlet process
(1)
gaussian process
(1)
markov chain monte carlo
(1)
anomaly detection
(1)
medical imaging
(1)
convex hull representation
(1)
unbalanced data classification
(1)
bayesian undirected graphical model
(1)
large margin classifier
(1)
co-training
(1)
semi-supervised multi-view learning
(1)
gaussian processes
(1)
variational inference
(1)
Papers
Bayesian Co-Training
JMLR 2011
Using Local Dependencies within Batches to Improve Large Margin Classifiers
JMLR 2009
Bayesian Co-Training
NeurIPS 2007
Multi-Task Learning for Classification with Dirichlet Process Priors
JMLR 2007
On Ranking in Survival Analysis: Bounds on the Concordance Index
NeurIPS 2007
Multiple Instance Learning for Computer Aided Diagnosis
NeurIPS 2006
Active Sensing
AISTATS 2005
A fast algorithm for learning large scale preference relations
AISTATS 1999