Daniel Stefankovic
11 papers · 2007–2023 · 8 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (22) π§ Keyword Pioneer π£ Hot Topic Early Bird π Academic Marathon (16) π Cross-Pollinator (15)
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Interdisciplinary Bridge
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Conference Polyglot
(8)
π
Century Club
(11)
π₯
Unstoppable
(5)
π
Trend Setter
Conferences
COLT (3)
JMLR (2)
AISTATS (1)
ALT (1)
ICML (1)
NAACL (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
identity testing
(5)
graphical model
(5)
spin system
(4)
ising model
(3)
approximate counting
(2)
restricted boltzmann machine
(2)
proper coloring
(2)
structure learning
(1)
sparse learning
(1)
neural network pruning
(1)
markov chain monte carlo
(1)
time series
(1)
hypothesis testing
(1)
generalization error
(1)
graph theory
(1)
temporal modeling
(1)
cardinality constraint
(1)
linear programming
(1)
feature selection
(1)
graph coloring
(1)
Papers
Complexity of High-Dimensional Identity Testing with Coordinate Conditional Sampling
COLT 2023
Statistical mechanical analysis of neural network pruning
UAI 2021
Hardness of Identity Testing for Restricted Boltzmann Machines and Potts models
JMLR 2021
Lower Bounds for Testing Graphical Models: Colorings and Antiferromagnetic Ising Models
JMLR 2020
Hardness of Identity Testing for Restricted Boltzmann Machines and Potts models
COLT 2020
Lower bounds for testing graphical models: colorings and antiferromagnetic Ising models
COLT 2019
Structure Learning of ${H}$-colorings
ALT 2018
On The Projection Operator to A Three-view Cardinality Constrained Set
ICML 2017
Rapid Mixing Swendsen-Wang Sampler for Stochastic Partitioned Attractive Models
AISTATS 2017
Slice Normalized Dynamic Markov Logic Networks
NIPS 2012
Worst-Case Synchronous Grammar Rules
NAACL 2007