← Authors

Daniel Stefankovic

11 papers · 2007–2023 · 8 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (22) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (16) 🐝 Cross-Pollinator (15) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (8) πŸ’Ž Century Club (11) πŸ”₯ Unstoppable (5) πŸ“ˆ Trend Setter

Conferences

COLT (3) JMLR (2) AISTATS (1) ALT (1) ICML (1) NAACL (1) NIPS (1) UAI (1)

Top co-authors

Eric Vigoda (7) Zongchen Chen (6) Antonio Blanca (6) Ivona BezΓ‘kovΓ‘ (2) Ji Liu (1) Andreas Galanis (1) Shupeng Gui (1) Haichuan Yang (1) Yunhun Jang (1) Henry Kautz (1)

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