Vladimir Kolmogorov
13 papers · 2007–2023 · 7 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (16) π Interdisciplinary Bridge π Conference Polyglot (7) π§ Keyword Pioneer π Cross-Pollinator (14)
π
Cross-Pollinator
(14)
π
Renaissance Researcher
(8)
πΊοΈ
Taxonomy Completionist
(27)
πΊ
Lone Wolf
(3)
π
Keyword Champion
π±
Topic Pioneer
π
Conference Pioneer
π
Century Club
(13)
ποΈ
Keyword Collector
(73)
π
Trend Setter
Conferences
CVPR (4)
ICCV (2)
ICML (2)
NIPS (2)
AISTATS (1)
COLT (1)
JMLR (1)
Top co-authors
Keywords
energy minimization
(3)
convex relaxation
(3)
frank-wolfe algorithm
(3)
convex optimization
(3)
markov random field
(3)
graphical model
(3)
combinatorial optimization
(3)
map inference
(2)
structured prediction
(2)
optimization algorithm
(2)
quadratic programming
(2)
map estimation
(2)
partition function
(2)
stereo matching
(2)
graph cut
(2)
importance sampling
(1)
sequence labeling
(1)
markov chain monte carlo
(1)
human pose estimation
(1)
approximate inference
(1)
Papers
Solving Relaxations of MAP-MRF Problems: Combinatorial In-Face Frank-Wolfe Directions
CVPR 2023
One-sided Frank-Wolfe algorithms for saddle problems
ICML 2021
MAP Inference via Block-Coordinate Frank-Wolfe Algorithm
CVPR 2019
Efficient Optimization for Rank-Based Loss Functions
CVPR 2018
A Faster Approximation Algorithm for the Gibbs Partition Function
COLT 2018
A Multi-Plane Block-Coordinate Frank-Wolfe Algorithm for Training Structural SVMs With a Costly Max-Oracle
CVPR 2015
Computing the M Most Probable Modes of a Graphical Model
AISTATS 2013
Partial Enumeration and Curvature Regularization
ICCV 2013
Potts Model, Parametric Maxflow and K-Submodular Functions
ICCV 2013
Inference algorithms for pattern-based CRFs on sequence data
ICML 2013
Generalized roof duality and bisubmodular functions
NIPS 2010
An Analysis of Convex Relaxations for MAP Estimation of Discrete MRFs
JMLR 2009
An Analysis of Convex Relaxations for MAP Estimation
NIPS 2007