Karthik Bharath
5 papers · 2019–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Mathematics & Optimization
(4)
Mathematics
(3)
Optimization & Theory
(3)
Application Areas
(2)
Optimization
(2)
Probability
(2)
Artificial Intelligence
(1)
Natural Language Processing
(1)
Security & Privacy
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core Methods
(1)
Differential Privacy
(1)
Generation
(1)
Keywords
riemannian manifold
(3)
frechet mean
(2)
differential privacy
(2)
bayesian inference
(1)
matrix factorization
(1)
shape analysis
(1)
uncertainty quantification
(1)
markov chain monte carlo
(1)
bayesian sampling
(1)
hilbert space
(1)
posterior inference
(1)
functional data analysis
(1)
markov chain
(1)
stochastic process
(1)
evaluation function
(1)
riemannian geometry
(1)
manifold sampling
(1)
bayesian functional mixed model
(1)
functional data
(1)
unitary transformation
(1)
Papers
Sampling and Estimation on Manifolds using the Langevin Diffusion
JMLR 2025
Probabilistic size-and-shape functional mixed models
NeurIPS 2024
Shape And Structure Preserving Differential Privacy
NeurIPS 2022
Differential Privacy Over Riemannian Manifolds
NeurIPS 2021
Invariance and identifiability issues for word embeddings
NeurIPS 2019