Subhroshekhar Ghosh
5 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π
Interdisciplinary Bridge
π§
Keyword Pioneer
π
Conference Polyglot
(3)
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Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(16)
Conferences
NIPS (3)
ICLR (1)
ICML (1)
Top co-authors
Keywords
determinantal point process
(2)
stochastic gradient descent
(1)
sample complexity
(1)
variance reduction
(1)
concentration inequalities
(1)
subset selection
(1)
stochastic block model
(1)
concentration inequality
(1)
coreset construction
(1)
generative prior
(1)
negative dependence
(1)
linear statistic
(1)
spectral initialization
(1)
minibatch sampling
(1)
kernel methods
(1)
fractal geometry
(1)
sparse phase retrieval
(1)
random graph model
(1)
gaussian multiplicative chao
(1)
network geometry
(1)
Papers
Small coresets via negative dependence: DPPs, linear statistics, and concentration
NIPS 2024
Generative Principal Component Analysis
ICLR 2022
Determinantal point processes based on orthogonal polynomials for sampling minibatches in SGD
NIPS 2021
Towards Sample-Optimal Compressive Phase Retrieval with Sparse and Generative Priors
NIPS 2021
Fractal Gaussian Networks: A sparse random graph model based on Gaussian Multiplicative Chaos
ICML 2020