Yash Deshpande
8 papers · 2014–2021 · 5 conferences · across top CS/AI conferences
Achievements
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Unstoppable
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Keyword Collector
(50)
Conferences
NIPS (4)
COLT (1)
EMNLP (1)
ICML (1)
JMLR (1)
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Keywords
random matrix theory
(2)
graphical model
(2)
covariance thresholding
(2)
sparse principal component analysis
(2)
belief propagation
(1)
multimodal learning
(1)
semidefinite programming
(1)
community detection
(1)
graph clustering
(1)
high-dimensional statistics
(1)
covariance estimation
(1)
map inference
(1)
covariance matrix
(1)
hypothesis testing
(1)
bias correction
(1)
network inference
(1)
support recovery
(1)
matrix completion
(1)
stochastic block model
(1)
visual grounding
(1)
Papers
VisualSem: a high-quality knowledge graph for vision and language
EMNLP 2021
Contextual Stochastic Block Models
NIPS 2018
Accurate Inference for Adaptive Linear Models
ICML 2018
Inference in Graphical Models via Semidefinite Programming Hierarchies
NIPS 2017
Sparse PCA via Covariance Thresholding
JMLR 2016
Improved Sum-of-Squares Lower Bounds for Hidden Clique and Hidden Submatrix Problems
COLT 2015
Cone-Constrained Principal Component Analysis
NIPS 2014
Sparse PCA via Covariance Thresholding
NIPS 2014