Dmitry Malioutov
6 papers · 2007–2023 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (21) π£ Hot Topic Early Bird
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Keyword Champion
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Conference Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Keywords
linear programming relaxation
(2)
convex optimization
(1)
message passing
(1)
feature selection
(1)
interpretable machine learning
(1)
gaussian process
(1)
belief propagation
(1)
sensor networks
(1)
loopy belief propagation
(1)
column generation
(1)
linear programming
(1)
singular value decomposition
(1)
augmented lagrangian
(1)
weighted matching
(1)
stochastic approximation
(1)
matrix completion
(1)
integer programming
(1)
block coordinate descent
(1)
rule learning
(1)
combinatorial optimization
(1)
Papers
Heavy Sets with Applications to Interpretable Machine Learning Diagnostics
AISTATS 2023
Scalable Exemplar Clustering and Facility Location via Augmented Block Coordinate Descent with Column Generation
AISTATS 2016
Large-scale log-determinant computation through stochastic Chebyshev expansions
ICML 2015
Convex Total Least Squares
ICML 2014
Exact Rule Learning via Boolean Compressed Sensing
ICML 2013
Linear programming analysis of loopy belief propagation for weighted matching
NeurIPS 2007