* Leskovec (updated 2024-11-19) ~ youtor.org

Leskovec (updated 2024-11-19)

Stanford CS224W Machine Learning with Graphs 2021 Lecture 11 Why Graphs [upl. by Nyrahs561]

Stanford CS224W Machine Learning with Graphs 2021 Lecture 11 Why Graphs

Duration: 11:55
468.9K views | 13 Apr 2021

Stanford CS224W Machine Learning with Graphs 2021 Lecture 31 Node Embeddings [upl. by Hewes10]

Stanford CS224W Machine Learning with Graphs 2021 Lecture 31 Node Embeddings

Duration: 14:44
81.1K views | 20 Apr 2021

KGC 2022 Keynote Deep Learning with Knowledge Graphs by Stanfords Prof Jure Leskovec [upl. by Avik]

KGC 2022 Keynote Deep Learning with Knowledge Graphs by Stanfords Prof Jure Leskovec

Duration: 37:12
5.5K views | 13 Jul 2022

Stanford CS224W Machine Learning with Graphs 2021 Lecture 12 Applications of Graph ML [upl. by Rimhsak]

Stanford CS224W Machine Learning with Graphs 2021 Lecture 12 Applications of Graph ML

Duration: 20:27
148.9K views | 13 Apr 2021

Stanford CS224W ML with Graphs 2021 Lecture 21 Traditional Featurebased Methods Node [upl. by Lleoj]

Stanford CS224W ML with Graphs 2021 Lecture 21 Traditional Featurebased Methods Node

Duration: 27:30
120.1K views | 15 Apr 2021

Stanford CS224W ML with Graphs 2021 Lecture 23 Traditional Featurebased Methods Graph [upl. by Attiuqal]

Stanford CS224W ML with Graphs 2021 Lecture 23 Traditional Featurebased Methods Graph

Duration: 20:10
77.5K views | 15 Apr 2021

Stanford CS224W ML with Graphs 2021 Lecture 32Random Walk Approaches for Node Embeddings [upl. by Elias457]

Stanford CS224W ML with Graphs 2021 Lecture 32Random Walk Approaches for Node Embeddings

Duration: 27:07
77.3K views | 20 Apr 2021

Stanford CS224W Machine Learning with Graphs 2021 Lecture 63 Deep Learning for Graphs [upl. by Aynekat982]

Stanford CS224W Machine Learning with Graphs 2021 Lecture 63 Deep Learning for Graphs

Duration: 35:41
58K views | 29 Apr 2021

Stanford CS224W ML with Graphs 2021 Lecture 22 Traditional Featurebased Methods Link [upl. by Darda]

Stanford CS224W ML with Graphs 2021 Lecture 22 Traditional Featurebased Methods Link

Duration: 16:47
85.4K views | 15 Apr 2021

Stanford CS224W Machine Learning with Graphs 2021 Lecture 72 A Single Layer of a GNN [upl. by Gothart]

Stanford CS224W Machine Learning with Graphs 2021 Lecture 72 A Single Layer of a GNN

Duration: 40:09
52.7K views | 4 May 2021

Stanford CS224W ML with Graphs 2021 Lecture 92 Designing the Most Powerful GNNs [upl. by Millham]

Stanford CS224W ML with Graphs 2021 Lecture 92 Designing the Most Powerful GNNs

Duration: 31:52
26.6K views | 11 May 2021

Stanford CS224W Machine Learning with Graphs 2021 Lecture 73 Stacking layers of a GNN [upl. by Alaek]

Stanford CS224W Machine Learning with Graphs 2021 Lecture 73 Stacking layers of a GNN

Duration: 18:11
35K views | 4 May 2021

Stanford CS224W Machine Learning with Graphs 2021 Lecture 53 Collective Classification [upl. by Pachton]

Stanford CS224W Machine Learning with Graphs 2021 Lecture 53 Collective Classification

Duration: 24:26
33.9K views | 27 Apr 2021

Stanford CS224W Machine Learning with Graphs 2021 Lecture 13 Choice of Graph Representation [upl. by Sato22]

Stanford CS224W Machine Learning with Graphs 2021 Lecture 13 Choice of Graph Representation

Duration: 20:27
113.3K views | 13 Apr 2021

Stanford CS224W ML with Graphs 2021 Lecture 61 Introduction to Graph Neural Networks [upl. by Airla]

Stanford CS224W ML with Graphs 2021 Lecture 61 Introduction to Graph Neural Networks

Duration: 10:31
62.5K views | 29 Apr 2021

Stanford CS224W Machine Learning with Graphs 2021 Lecture 102 Knowledge Graph Completion [upl. by Aiva]

Stanford CS224W Machine Learning with Graphs 2021 Lecture 102 Knowledge Graph Completion

Duration: 7:16
22.5K views | 13 May 2021

Stanford CS224W Machine Learning with Graphs 2021 Lecture 62 Basics of Deep Learning [upl. by Manuel951]

Stanford CS224W Machine Learning with Graphs 2021 Lecture 62 Basics of Deep Learning

Duration: 29:31
44K views | 29 Apr 2021

Stanford CS224W Machine Learning with Graphs 2021 Lecture 33 Embedding Entire Graphs [upl. by Mook]

Stanford CS224W Machine Learning with Graphs 2021 Lecture 33 Embedding Entire Graphs

Duration: 18:04
54.2K views | 20 Apr 2021

Stanford CS224W Machine Learning with Graphs 2021 Lecture 81 Graph Augmentation for GNNs [upl. by Ellerol]

Stanford CS224W Machine Learning with Graphs 2021 Lecture 81 Graph Augmentation for GNNs

Duration: 27:50
36.4K views | 6 May 2021

Stanford CS224W ML with Graphs 2021 Lecture 131 Community Detection in Networks [upl. by Rehprotsirhc]

Stanford CS224W ML with Graphs 2021 Lecture 131 Community Detection in Networks

Duration: 22:14
20.7K views | 25 May 2021

Stanford CS224W Machine Learning with Graphs 2021 Lecture 41 PageRank [upl. by Ally16]

Stanford CS224W Machine Learning with Graphs 2021 Lecture 41 PageRank

Duration: 27:10
58.5K views | 22 Apr 2021

Stanford CS224W ML with Graphs 2021 Lecture 91 How Expressive are Graph Neural Networks [upl. by Carena]

Stanford CS224W ML with Graphs 2021 Lecture 91 How Expressive are Graph Neural Networks

Duration: 25:21
26.7K views | 11 May 2021

Stanford CS224W ML with Graphs 2021 Lecture 101Heterogeneous amp Knowledge Graph Embedding [upl. by Yvad]

Stanford CS224W ML with Graphs 2021 Lecture 101Heterogeneous amp Knowledge Graph Embedding

Duration: 34:57
41.7K views | 13 May 2021

Stanford CS224W Machine Learning with Graphs 2021 Lecture 192 Hyperbolic Graph Embeddings [upl. by Lovell147]

Stanford CS224W Machine Learning with Graphs 2021 Lecture 192 Hyperbolic Graph Embeddings

Duration: 31:47
16.2K views | 15 Jun 2021

Lecture 47 — Singular Value Decomposition Stanford University [upl. by Nylrahs662]

Lecture 47 — Singular Value Decomposition Stanford University

Duration: 13:40
336.9K views | 13 Apr 2016

Stanford CS224W Machine Learning with Graphs 2021 Lecture 18 GNNs in Computational Biology [upl. by Weider868]

Stanford CS224W Machine Learning with Graphs 2021 Lecture 18 GNNs in Computational Biology

Duration: 1:21:19
17.9K views | 10 Jun 2021

Stanford CS224W Machine Learning with Graphs 2021 Lecture 142 Erdos Renyi Random Graphs [upl. by Bussey]

Stanford CS224W Machine Learning with Graphs 2021 Lecture 142 Erdos Renyi Random Graphs

Duration: 20:00
13.8K views | 27 May 2021

Stanford CS224W Machine Learning with Graphs 2021 Lecture 42 PageRank How to Solve [upl. by Hays]

Stanford CS224W Machine Learning with Graphs 2021 Lecture 42 PageRank How to Solve

Duration: 20:41
37.6K views | 22 Apr 2021

Lecture 43 — Collaborative Filtering Stanford University [upl. by Mehitable671]

Lecture 43 — Collaborative Filtering Stanford University

Duration: 20:53
225.5K views | 13 Apr 2016

Stanford CS224W ML with Graphs 2021 Lecture 52 Relational and Iterative Classification [upl. by Fernyak778]

Stanford CS224W ML with Graphs 2021 Lecture 52 Relational and Iterative Classification

Duration: 29:20
35.7K views | 27 Apr 2021

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