On the Behavior of the Expectation-Maximization Algorithm for Mixture Models

24 September 2018

Papers citing "On the Behavior of the Expectation-Maximization Algorithm for Mixture Models"

9 / 9 papers shown

Title
EM's Convergence in Gaussian Latent Tree ModelsAnnual Conference Computational Learning Theory (COLT), 2022 Y. Dagan C. Daskalakis Anthimos Vardis Kandiros 241 3 0 21 Nov 2022
A Decentralized Adaptive Momentum Method for Solving a Class of Min-Max Optimization ProblemsSignal Processing (Signal Process.), 2021 Babak Barazandeh Tianjian Huang George Michailidis 205 13 0 10 Jun 2021
Efficient Algorithms for Estimating the Parameters of Mixed Linear Regression Models Babak Barazandeh Ali Ghafelebashi Meisam Razaviyayn Ram Sriharsha 141 3 0 12 May 2021
Solving a class of non-convex min-max games using adaptive momentum methodsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 Babak Barazandeh Davoud Ataee Tarzanagh George Michailidis 184 15 0 26 Apr 2021
Alternating Direction Method of Multipliers for QuantizationInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2020 Tianjian Huang Prajwal Singhania Maziar Sanjabi Pabitra Mitra Meisam Razaviyayn MQ 247 12 0 08 Sep 2020
GAT-GMM: Generative Adversarial Training for Gaussian Mixture Models Farzan Farnia William Wang Subhro Das Ali Jadbabaie GAN 169 8 0 18 Jun 2020
Solving Non-Convex Non-Differentiable Min-Max Games using Proximal Gradient MethodIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 Babak Barazandeh Meisam Razaviyayn 146 24 0 18 Mar 2020
Global Convergence of Least Squares EM for Demixing Two Log-Concave DensitiesNeural Information Processing Systems (NeurIPS), 2019 Wei Qian Yuqian Zhang Yudong Chen 146 10 0 16 Jun 2019
Training generative networks using random discriminators Babak Barazandeh Meisam Razaviyayn Maziar Sanjabi GAN 78 4 0 22 Apr 2019