Bodhisattva Sen
5 papers · 2012–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (12) π£ Hot Topic Early Bird
π
Cross-Pollinator
(10)
πΊοΈ
Taxonomy Completionist
(13)
Conferences
JMLR (3)
COLT (1)
NIPS (1)
Top co-authors
Keywords
nonparametric maximum likelihood
(2)
mixture model
(2)
reproducing kernel hilbert space
(1)
nonparametric statistics
(1)
nonparametric estimation
(1)
conditional dependence
(1)
mixture modeling
(1)
convergence rate
(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)
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
NIPS 2021
L1 Covering Numbers for Uniformly Bounded Convex Functions
COLT 2012