Bodhisattva Sen
5 papers · 2012–2024 · 3 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· Half
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(13)
π£
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
mixture model
(2)
convergence rate
(2)
nonparametric maximum likelihood
(2)
optimal transport
(2)
nonparametric estimation
(1)
conditional dependence
(1)
mixture modeling
(1)
empirical baye
(1)
augmented lagrangian method
(1)
semismooth newton method
(1)
convex function
(1)
optimal convergence rate
(1)
covering number
(1)
empirical minimization
(1)
monotone regression
(1)
nonparametric maximum likelihood estimator
(1)
permuted regression
(1)
cyclical monotonicity
(1)
function estimation
(1)
kernel methods
(1)
Papers
On Efficient and Scalable Computation of the Nonparametric Maximum Likelihood Estimator in Mixture Models
JMLR 2024
Permuted and Unlinked Monotone Regression in R^d: an approach based on mixture modeling and optimal transport
JMLR 2024
Kernel Partial Correlation Coefficient --- a Measure of Conditional Dependence
JMLR 2022
Rates of Estimation of Optimal Transport Maps using Plug-in Estimators via Barycentric Projections
NeurIPS 2021
L1 Covering Numbers for Uniformly Bounded Convex Functions
COLT 2012