Dmitry Kropotov
4 papers · 2010–2023 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (12) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (13)
π£
Hot Topic Early Bird
π
Cross-Pollinator
(13)
π
Conference Pioneer
Conferences
AISTATS (2)
ACML (1)
ICML (1)
Top co-authors
Keywords
neural network
(2)
variational inference
(2)
bayesian inference
(1)
tensor decomposition
(1)
gaussian process
(1)
proximal newton methods
(1)
scalable inference
(1)
strongly convex function
(1)
superlinear convergence
(1)
tabular datum
(1)
tensor train decomposition
(1)
deep kernel
(1)
finite sum optimization
(1)
inducing input
(1)
rank selection
(1)
mask learning
(1)
relevance vector machine
(1)
coupled regularization
(1)
grid structured datum
(1)
model compression
(1)
Papers
MARS: Masked Automatic Ranks Selection in Tensor Decompositions
AISTATS 2023
Scalable Gaussian Processes with Billions of Inducing Inputs via Tensor Train Decomposition
AISTATS 2018
A Superlinearly-Convergent Proximal Newton-type Method for the Optimization of Finite Sums
ICML 2016
Variational Relevance Vector Machine for Tabular Data
ACML 2010