Dmitry Malioutov
6 papers · 2007–2023 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+7 more ↓ Show less ↑
π Interdisciplinary Bridge π Academic Marathon (16) π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (13)
πΊοΈ
Taxonomy Completionist
(22)
π§
Keyword Pioneer
π
Conference Polyglot
(3)
π±
Topic Pioneer
π
Keyword Champion
π
Trend Setter
π
Conference Pioneer
Conferences
ICML (3)
AISTATS (2)
NIPS (1)
Top co-authors
Keywords
linear programming relaxation
(2)
convex optimization
(1)
message passing
(1)
feature selection
(1)
interpretable machine learning
(1)
gaussian process
(1)
belief propagation
(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)
interpretable classification
(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
NIPS 2007