Next
Livestream will start soon!
Livestream has already ended.
Presentation has not been recorded yet!
  • title: Explaining Graph Neural Networks with Structure-Aware Cooperative Games
      0:00 / 0:00
      • Report Issue
      • Settings
      • Playlists
      • Bookmarks
      • Subtitles Off
      • Playback rate
      • Quality
      • Settings
      • Debug information
      • Server sl-yoda-v2-stream-008-alpha.b-cdn.net
      • Subtitles size Medium
      • Bookmarks
      • Server
      • sl-yoda-v2-stream-008-alpha.b-cdn.net
      • sl-yoda-v2-stream-008-beta.b-cdn.net
      • 1159783934.rsc.cdn77.org
      • 1511376917.rsc.cdn77.org
      • Subtitles
      • Off
      • English
      • Playback rate
      • Quality
      • Subtitles size
      • Large
      • Medium
      • Small
      • Mode
      • Video Slideshow
      • Audio Slideshow
      • Slideshow
      • Video
      My playlists
        Bookmarks
          00:00:00
            Explaining Graph Neural Networks with Structure-Aware Cooperative Games
            • Settings
            • Sync diff
            • Quality
            • Settings
            • Server
            • Quality
            • Server

            Explaining Graph Neural Networks with Structure-Aware Cooperative Games

            Nov 28, 2022

            Speakers

            SZ

            Shichang Zhang

            Speaker · 0 followers

            YL

            Yozen Liu

            Speaker · 0 followers

            NS

            Neil Shah

            Speaker · 0 followers

            About

            Explaining predictions made by machine learning models is important and has attracted increased interest. The Shapley value from cooperative game theory has been proposed as a prime approach for computing feature importance towards predictions, especially for images, text, tabular data, and recently graph neural networks (GNNs) on graphs. In this work, we revisit the appropriateness of the Shapley value for graph explanation, where the task is to identify the most important subgraph and constitu…

            Organizer

            N2
            N2

            NeurIPS 2022

            Account · 952 followers

            Like the format? Trust SlidesLive to capture your next event!

            Professional recording and live streaming, delivered globally.

            Sharing

            Recommended Videos

            Presentations on similar topic, category or speaker

            Bridging the Gap Between Coulomb GAN and Gradient-regularized WGAN
            13:07

            Bridging the Gap Between Coulomb GAN and Gradient-regularized WGAN

            Siddarth Asokan, …

            N2
            N2
            NeurIPS 2022 2 years ago

            Total of 0 viewers voted for saving the presentation to eternal vault which is 0.0%

            Adjoint-aided inference of Gaussian process driven differential equations
            04:30

            Adjoint-aided inference of Gaussian process driven differential equations

            Paterne Gahungu, …

            N2
            N2
            NeurIPS 2022 2 years ago

            Total of 0 viewers voted for saving the presentation to eternal vault which is 0.0%

            Optimal Transport-based Identity Matching for Identity-invariant Facial Expression Recognition
            00:59

            Optimal Transport-based Identity Matching for Identity-invariant Facial Expression Recognition

            Daeha Kim, …

            N2
            N2
            NeurIPS 2022 2 years ago

            Total of 0 viewers voted for saving the presentation to eternal vault which is 0.0%

            Understanding Square Loss in Training Overparametrized Neural Network Classifiers
            04:58

            Understanding Square Loss in Training Overparametrized Neural Network Classifiers

            Tianyang Hu, …

            N2
            N2
            NeurIPS 2022 2 years ago

            Total of 0 viewers voted for saving the presentation to eternal vault which is 0.0%

            Accelerating Sparse Convolution with Column Vector - Wise Sparsity
            10:12

            Accelerating Sparse Convolution with Column Vector - Wise Sparsity

            Yijun Tan, …

            N2
            N2
            NeurIPS 2022 2 years ago

            Total of 0 viewers voted for saving the presentation to eternal vault which is 0.0%

            Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models
            05:26

            Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models

            Boxin Wang, …

            N2
            N2
            NeurIPS 2022 2 years ago

            Total of 0 viewers voted for saving the presentation to eternal vault which is 0.0%

            Interested in talks like this? Follow NeurIPS 2022