Baba Vemuri
5 papers · 2013–2023 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (13) π£ Hot Topic Early Bird
π
Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
riemannian manifold
(4)
image classification
(1)
dirichlet process
(1)
manifold learning
(1)
sparse coding
(1)
geometric deep learning
(1)
large margin classification
(1)
nonparametric model
(1)
brain imaging
(1)
fisher-rao metric
(1)
recursive algorithm
(1)
recurrent neural network
(1)
symmetric positive definite matrix
(1)
tangent space
(1)
hyperbolic space
(1)
hierarchical data
(1)
geodesically convex optimization
(1)
manifold-valued data
(1)
symmetric positive definite matrice
(1)
riemannian gradient descent
(1)
Papers
Horospherical Decision Boundaries for Large Margin Classification in Hyperbolic Space
NeurIPS 2023
A Statistical Recurrent Model on the Manifold of Symmetric Positive Definite Matrices
NeurIPS 2018
Manifold-valued Dirichlet Processes
ICML 2015
On A Nonlinear Generalization of Sparse Coding and Dictionary Learning
ICML 2013
Recursive Karcher Expectation Estimators And Geometric Law of Large Numbers
AISTATS 2013