Learning Mixture of Gaussians using Moment Tensor Published 2014-11-14 Download video MP4 360p Download video MP4 720p Recommendations 46:48 Uniqueness of Tensor Decomposition and Identifiability in Mixture Models 56:25 The Unreasonable Effectiveness of Spectral Graph Theory: A Confluence of Algorithms, Geometry & ... 1:17:55 Optimization I 1:04:46 Ultraproducts as a Bridge Between Discrete and Continuous Analysis 51:32 Predictive Coding Models of Perception 54:49 Algorithmic Trading and Machine Learning 1:08:53 Polar Codes I 1:00:56 Are LLMs the Beginning or End of NLP? 1:06:01 Nonparametric Bayesian Methods: Models, Algorithms, and Applications I 03:01 Pulling drinkable water out of dry air 1:05:29 Variational Inference: Foundations and Innovations 45:26 OpenVDB: An Open Source Data Structure and Toolkit for High-Resolution Volumes 1:03:45 Nonparametric Bayesian Methods: Models, Algorithms, and Applications II 1:03:00 Spectral Graph Theory I: Introduction to Spectral Graph Theory 1:07:34 Simple Scala with Li Haoyi 56:08 The Great Transitions in Evolution with Neil Shubin 1:21:19 Why Only Us: Language and Evolution 1:29:49 Pairings in Cryptography 50:29 Programming with Categories - Lecture 1 1:31:01 Natural Language Understanding: Foundations and State-of-the-Art Similar videos 1:22:08 Stanford CS229M - Lecture 18: Unsupervised learning, mixture of Gaussians, moment methods 29:21 Jiawang Nie: "Learning Diagonal Gaussian Mixture Models and Incomplete Tensor Decompositions" 1:00:59 CS480/680 Lecture 7: Mixture of Gaussians 1:30:30 Stanford CS229M - Lecture 19: Mixture of Gaussians, spectral clustering 1:28:19 Efficiently Learning Mixtures of Gaussians - Ankur Moitra 06:46 Improper Learning of Mixtures of Gaussians 1:04:44 Method of Moments: From Sample Complexity to Efficient Implicit Computations 55:21 IDEAL Workshop: Ainesh Bakshi, Robustly Learning a Mixture of k Arbitrary Gaussians 25:16 STOC 2021 - Settling the Robust Learnability of Mixtures of Gaussians 1:00:48 Robustly Learning Mixtures of (Clusterable) Gaussians via the SoS Proofs to Algorithms Method 1:08:06 New Techniques and Results in Mixture Models 1:04:57 New techniques and results for Support Recovery in Mixture Models by Soumyabrata Pal 55:49 Tensor Decompositions for Learning Latent Variable Models I 1:08:06 Tensor Decompositions for Learning Hidden Variable Models 1:13:43 Ankur Moitra: "Tensor Decompositions and their Applications (Part 1/2)" 24:43 STOC 22 - Robustly Learning Mixtures of k Arbitrary Gaussians 1:24:46 lec16 18409 - Gaussian Mixture Models 51:45 Tensor Methods for Learning Latent Variable Models: Theory and Practice More results