Ivona Bezáková
6 papers · 2019–2023 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(16)
🐣
Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Mathematics & Optimization
(5)
Mathematics
(5)
Machine Learning
(3)
Optimization & Theory
(3)
Bayesian & Probabilistic · Machine Learning
(2)
Optimization
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Core Methods
(1)
Foundations
(1)
Models
(1)
Keywords
network modeling
(2)
graph theory
(2)
ising model
(2)
markov chain monte carlo
(2)
maximum likelihood
(2)
graphical model
(2)
identity testing
(2)
signed network
(2)
spin system
(2)
proper coloring
(2)
graph sampling
(2)
chordal graph
(2)
graph generative model
(1)
model selection
(1)
lovasz local lemma
(1)
acyclic orientation
(1)
partial rejection sampling
(1)
network generation model
(1)
computational hardness
(1)
lower bound
(1)
Papers
GRASMOS: Graph Signage Model Selection for Gene Regulatory Networks
AAAI 2023
Model Selection of Graph Signage Models Using Maximum Likelihood (Student Abstract)
AAAI 2023
Sampling Partial Acyclic Orientations in Chordal Graphs by the Lovasz Local Lemma (Student Abstract)
AAAI 2021
Lower Bounds for Testing Graphical Models: Colorings and Antiferromagnetic Ising Models
JMLR 2020
Sampling Random Chordal Graphs by MCMC (Student Abstract)
AAAI 2020
Lower bounds for testing graphical models: colorings and antiferromagnetic Ising models
COLT 2019