Topic Modeling: A Provable Spectral Method

preview_player
Показать описание
Ravi Kannan, Microsoft Research India
Spectral Algorithms: From Theory to Practice
  1. Simons Institute
  2. Simons Institute
  3. UC Berkeley
  4. computer science
  5. theory of computing
  6. Algorithmic Spectral Graph Theory
Рекомендации по теме
Topic Modeling: A 0:48:45

Topic Modeling: A Provable Spectral Method

Ravi Kannan: Topic 0:53:52

Ravi Kannan: Topic Modeling: A Provable Algorithm

Spectral Algorithms for 0:48:53

Spectral Algorithms for Learning Latent Variable Models

Introduction to Topic 0:49:02

Introduction to Topic Modeling in Python

Topic Modelling 0:20:52

Topic Modelling

Topic Modeling Approach 0:30:31

Topic Modeling Approach for Rank Aggregation

The Impact of 0:38:14

The Impact of Regularization in Spectral Clustering

Lecture 25 Spectral 1:18:58

Lecture 25 Spectral Learning for Graphical Models

Ankur Parikh: Spectral 0:59:19

Ankur Parikh: Spectral Probabilistic Modeling and Applications to Natural Language Processing

Herb Susmann- Topic 0:30:27

Herb Susmann- Topic Modelling in R

Learning Functions and 0:46:29

Learning Functions and Sets with Spectral Regularization

PGM 18Spring Lecture25: 0:57:55

PGM 18Spring Lecture25: Spectral Methods

Lecture 25 - 1:09:51

Lecture 25 - Elements of Spectral and Kernel GMs

Tensor Methods for 0:51:45

Tensor Methods for Learning Latent Variable Models: Theory and Practice

Interpreting Deep Neural 0:46:48

Interpreting Deep Neural Networks (DNNs)

Daniel Spielman: Part 0:49:17

Daniel Spielman: Part 1 of Spectral Sparsification of Graphs and Approximations of Matrices

Spectral Method for 0:20:11

Spectral Method for Linear and Nonlinear Phenomena in Nanophotonics (Qing Huo Liu)

Spectral Algorithms for 0:36:49

Spectral Algorithms for Learning HMMs and Tree HMMs for Epigenetics Data

Ravi Kannan on 0:56:26

Ravi Kannan on 'Topic Modeling: Proof to Practice'

Probabilistic Topic Models 0:52:48

Probabilistic Topic Models and User Behavior - David Blei, Columbia University

Anchor-Free Correlated Topic 0:02:52

Anchor-Free Correlated Topic Modeling: Identifiability and Algorithm

Yue Lu: 'Spectral 0:45:18

Yue Lu: 'Spectral Methods for High Dimensional Inference'

Towards Provable and 0:58:25

Towards Provable and Practical Machine Learning

How to Effectively 0:00:26

How to Effectively Use Topic Models for Software Engineering Tasks? (ICSE 2013)