George Katsirelos
10 papers · 2013–2026 · 3 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (10) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver
π§¬
Topic Evolution
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Conference Pioneer
π₯
Unstoppable Β· Bronze
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Century Club Β· Bronze
Top co-authors
Research topics
Keywords
constraint programming
(3)
constraint satisfaction
(2)
branch and bound
(2)
graphical model
(2)
low-rank approximation
(1)
satisfiability solving
(1)
map inference
(1)
graph coloring
(1)
query learning
(1)
query complexity
(1)
block coordinate descent
(1)
bayesian network
(1)
lower bound
(1)
sat solver
(1)
quadratic assignment problem
(1)
branch-and-bound search
(1)
conflict-driven clause learning
(1)
clause learning
(1)
bayesian network structure learning
(1)
learning complexity
(1)
Papers
Assignment Problems in Cost Function Networks
AAAI 2026
Efficient Low Rank Convex Bounds for Pairwise Discrete Graphical Models
ICML 2022
Improved Acyclicity Reasoning for Bayesian Network Structure Learning with Constraint Programming
IJCAI 2021
Chain Length and CSPs Learnable with Few Queries
AAAI 2020
Clause Learning and New Bounds for Graph Coloring
IJCAI 2019
Conflict Directed Clause Learning for Maximum Weighted Clique Problem
IJCAI 2018
Ranking Constraints
IJCAI 2016
Reasoning about Connectivity Constraints
IJCAI 2015
Constraint Acquisition via Partial Queries
IJCAI 2013
Detecting and Exploiting Subproblem Tractability
IJCAI 2013