Daniel Stefankovic
11 papers · 2007–2023 · 8 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+5 more ↓ Show less ↑
🗺️ Taxonomy Completionist (23) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Full
🏆
Keyword Champion
(5)
📈
Trend Setter
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
🗃️
Keyword Collector
(52)
Top co-authors
Research topics
Machine Learning
(10)
Optimization & Theory
(9)
Mathematics & Optimization
(6)
Core Methods
(5)
Mathematics
(4)
Artificial Intelligence
(3)
Bayesian & Probabilistic · Artificial Intelligence
(3)
Bayesian & Probabilistic · Machine Learning
(3)
Optimization
(2)
Deep Learning
(1)
Learning Types
(1)
Techniques
(1)
Keywords
identity testing
(5)
graphical model
(5)
spin system
(4)
ising model
(4)
structure learning
(2)
markov random field
(2)
restricted boltzmann machine
(2)
proper coloring
(2)
approximate counting
(2)
time series
(1)
markov chain monte carlo
(1)
sparse learning
(1)
neural network pruning
(1)
hypothesis testing
(1)
sample complexity
(1)
graph theory
(1)
temporal modeling
(1)
linear programming
(1)
cardinality constraint
(1)
graph coloring
(1)
Papers
Complexity of High-Dimensional Identity Testing with Coordinate Conditional Sampling
COLT 2023
Hardness of Identity Testing for Restricted Boltzmann Machines and Potts models
JMLR 2021
Statistical mechanical analysis of neural network pruning
UAI 2021
Hardness of Identity Testing for Restricted Boltzmann Machines and Potts models
COLT 2020
Lower Bounds for Testing Graphical Models: Colorings and Antiferromagnetic Ising Models
JMLR 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
NeurIPS 2012
Worst-Case Synchronous Grammar Rules
NAACL 2007