Vamsi K. Ithapu
5 papers · 2013–2017 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (20) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Renaissance Researcher (5)
β
The Questioner
π
Conference Pioneer
Top co-authors
Research topics
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, β_2-consistency and Neuroscience Applications
ICML 2017
An NMF Perspective on Binary Hashing
ICCV 2015
A Projection Free Method for Generalized Eigenvalue Problem With a Nonsmooth Regularizer
ICCV 2015
GOSUS: Grassmannian Online Subspace Updates with Structured-Sparsity
ICCV 2013