Štefankovič, Daniel

14 publications

COLT 2023 Complexity of High-Dimensional Identity Testing with Coordinate Conditional Sampling Antonio Blanca, Zongchen Chen, Daniel Štefankovič, Eric Vigoda

ICLRW 2021 Diversity Based Edge Pruning of Neural Networks Using Determinantal Point Processes Rupam Acharyya, Boyu Zhang, Ankani Chattoraj, Shouman Das, Daniel Stefankovic

JMLR 2021 Hardness of Identity Testing for Restricted Boltzmann Machines and Potts Models Antonio Blanca, Zongchen Chen, Daniel Štefankovič, Eric Vigoda

UAI 2021 Statistical Mechanical Analysis of Neural Network Pruning Rupam Acharyya, Ankani Chattoraj, Boyu Zhang, Shouman Das, Daniel Štefankovič

ICLRW 2021 Understanding Diversity Based Neural Network Pruning in Teacher Student Setup Rupam Acharyya, Ankani Chattoraj, Boyu Zhang, Shouman Das, Daniel Stefankovic

COLT 2020 Hardness of Identity Testing for Restricted Boltzmann Machines and Potts Models Antonio Blanca, Zongchen Chen, Daniel Štefankovič, Eric Vigoda

JMLR 2020 Lower Bounds for Testing Graphical Models: Colorings and Antiferromagnetic Ising Models Ivona Bezáková, Antonio Blanca, Zongchen Chen, Daniel Štefankovič, Eric Vigoda

COLT 2019 Lower Bounds for Testing Graphical Models: Colorings and Antiferromagnetic Ising Models Ivona Bezáková, Antonio Blanca, Zongchen Chen, Daniel Štefankovič, Eric Vigoda

ALT 2018 Structure Learning of ${h}$-Colorings Antonio Blanca, Zongchen Chen, Daniel Štefankovič, Eric Vigoda

ICML 2017 On the Projection Operator to a Three-View Cardinality Constrained Set Haichuan Yang, Shupeng Gui, Chuyang Ke, Daniel Stefankovic, Ryohei Fujimaki, Ji Liu

AISTATS 2017 Rapid Mixing Swendsen-Wang Sampler for Stochastic Partitioned Attractive Models Sejun Park, Yunhun Jang, Andreas Galanis, Jinwoo Shin, Daniel Stefankovic, Eric Vigoda

NeurIPS 2012 Slice Normalized Dynamic Markov Logic Networks Tivadar Papai, Henry Kautz, Daniel Stefankovic

COLT 2008 Density Estimation in Linear Time Satyaki Mahalanabis, Daniel Stefankovic

JMLR 2007 Behavioral Shaping for Geometric Concepts Manu Chhabra, Robert A. Jacobs, Daniel Štefankovič