Vamsi K. Ithapu
5 papers · 2013–2017 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (20) π Cross-Pollinator (12) π Renaissance Researcher (6) π Interdisciplinary Bridge π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Conference Polyglot
(3)
π
Conference Pioneer
β
The Questioner
Conferences
ICCV (3)
CVPR (1)
ICML (1)
Top co-authors
Keywords
stochastic optimization
(1)
representation learning
(1)
domain adaptation
(1)
background subtraction
(1)
image retrieval
(1)
medical imaging
(1)
hypothesis testing
(1)
statistical testing
(1)
brain imaging
(1)
symmetric matrix
(1)
high-dimensional regression
(1)
linear regression
(1)
hamming distance
(1)
regression analysis
(1)
binary hashing
(1)
structured sparsity
(1)
parallel optimization
(1)
approximate nearest neighbor
(1)
gpu implementation
(1)
hierarchical structure
(1)
Papers
The Incremental Multiresolution Matrix Factorization Algorithm
CVPR 2017
When can Multi-Site Datasets be Pooled for Regression? Hypothesis Tests, $\ell_2$-consistency and Neuroscience Applications
ICML 2017
A Projection Free Method for Generalized Eigenvalue Problem With a Nonsmooth Regularizer
ICCV 2015
An NMF Perspective on Binary Hashing
ICCV 2015
GOSUS: Grassmannian Online Subspace Updates with Structured-Sparsity
ICCV 2013