Shashanka Ubaru
9 papers · 2015–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (9) π Cross-Pollinator (7)
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(5)
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Taxonomy Completionist
(14)
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Interdisciplinary Bridge
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Trend Setter
Conferences
ICML (5)
NIPS (2)
AISTATS (1)
ICLR (1)
Top co-authors
Keywords
low-rank approximation
(3)
randomized algorithm
(2)
matrix factorization
(2)
multilabel classification
(2)
singular value decomposition
(2)
group testing
(2)
eigenvalue estimation
(1)
matrix approximation
(1)
feature extraction
(1)
asynchronous computation
(1)
nonnegative matrix factorization
(1)
hierarchical partitioning
(1)
lasso regression
(1)
hamming loss
(1)
numerical linear algebra
(1)
latent semantic indexing
(1)
subspace approximation
(1)
matrix computation
(1)
random sampling
(1)
model selection
(1)
Papers
Asynchronous Randomized Trace Estimation
AISTATS 2024
Topological data analysis on noisy quantum computers
ICLR 2024
Analysis of stochastic Lanczos quadrature for spectrum approximation
ICML 2021
Projection techniques to update the truncated SVD of evolving matrices with applications
ICML 2021
Multilabel Classification by Hierarchical Partitioning and Data-dependent Grouping
NIPS 2020
Union of Intersections (UoI) for Interpretable Data Driven Discovery and Prediction
NIPS 2017
Multilabel Classification with Group Testing and Codes
ICML 2017
Fast methods for estimating the Numerical rank of large matrices
ICML 2016
Low Rank Approximation using Error Correcting Coding Matrices
ICML 2015