Baba Vemuri
5 papers · 2013–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (3) π Academic Marathon (10) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Conference Pioneer
Conferences
ICML (2)
NIPS (2)
AISTATS (1)
Top co-authors
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 datum
(1)
geodesically convex optimization
(1)
manifold-valued datum
(1)
riemannian gradient descent
(1)
nonlinear generalization
(1)
Papers
Horospherical Decision Boundaries for Large Margin Classification in Hyperbolic Space
NIPS 2023
A Statistical Recurrent Model on the Manifold of Symmetric Positive Definite Matrices
NIPS 2018
Manifold-valued Dirichlet Processes
ICML 2015
Recursive Karcher Expectation Estimators And Geometric Law of Large Numbers
AISTATS 2013
On A Nonlinear Generalization of Sparse Coding and Dictionary Learning
ICML 2013