Next
Optimized Execution of Pytorch Programs with Torchscript
Livestream will start soon!
Livestream has already ended.
Presentation has not been recorded yet!
  • title: Functional tensors for probabilistic programming
      0:00 / 0:00
      • Report Issue
      • Settings
      • Playlists
      • Bookmarks
      • Subtitles Off
      • Playback rate
      • Quality
      • Settings
      • Debug information
      • Server sl-yoda-v3-stream-006-alpha.b-cdn.net
      • Subtitles size Medium
      • Bookmarks
      • Server
      • sl-yoda-v3-stream-006-alpha.b-cdn.net
      • sl-yoda-v3-stream-006-beta.b-cdn.net
      • 1375548855.rsc.cdn77.org
      • 1312734894.rsc.cdn77.org
      • Subtitles
      • Off
      • English (auto-generated)
      • English (United States)
      • Playback rate
      • Quality
      • Subtitles size
      • Large
      • Medium
      • Small
      • Mode
      • Video Slideshow
      • Audio Slideshow
      • Slideshow
      • Video
      My playlists
        Bookmarks
          00:00:00
            Functional tensors for probabilistic programming
            • Settings
            • Sync diff
            • Quality
            • Settings
            • Server
            • Quality
            • Server

            Functional tensors for probabilistic programming

            Dec 14, 2019

            Speakers

            FO

            Fritz Obermeyer

            Speaker · 0 followers

            About

            Machine learning researchers often express complex models as a program, relying on program transformations to add functionality. New languages and transformations (e.g., TorchScript and TensorFlow AutoGraph) are becoming core capabilities of ML libraries. However, existing transformations, such as automatic differentiation (AD or autodiff), inference in probabilistic programming languages (PPLs), and optimizing compilers are often built in isolation, and limited in scope. This workshop aims at v…

            Organizer

            N2
            N2

            NIPS 2019

            Account · 952 followers

            Categories

            Mathematics

            Category · 2.4k presentations

            AI & Data Science

            Category · 10.8k presentations

            About NIPS 2019

            Neural Information Processing Systems (NeurIPS) is a multi-track machine learning and computational neuroscience conference that includes invited talks, demonstrations, symposia and oral and poster presentations of refereed papers. Following the conference, there are workshops which provide a less formal setting.

            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

            Town Hall and Business Meeting
            55:29

            Town Hall and Business Meeting

            Cathy Francis, …

            N2
            N2
            NIPS 2019 5 years ago

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

            Invited talk – AI & Security: Challenges, Lessongs & Future Directions
            29:30

            Invited talk – AI & Security: Challenges, Lessongs & Future Directions

            Dawn Song

            N2
            N2
            NIPS 2019 5 years ago

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

            Panel Talk: Convergence: Two--Way Limitations in Taking Theory to Applications
            45:59

            Panel Talk: Convergence: Two--Way Limitations in Taking Theory to Applications

            Lexie Yang, …

            N2
            N2
            NIPS 2019 5 years ago

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

            Closing Remarks #3
            18:02

            Closing Remarks #3

            Dana Pe'er

            N2
            N2
            NIPS 2019 5 years ago

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

            Invited Talk 1: In Search of Predictability
            32:53

            Invited Talk 1: In Search of Predictability

            Claudia Perlich

            N2
            N2
            NIPS 2019 5 years ago

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

            Design and Analysis of Experiments: A Challenge Approach in Teaching
            13:42

            Design and Analysis of Experiments: A Challenge Approach in Teaching

            Adrien Pavao

            N2
            N2
            NIPS 2019 5 years ago

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

            Interested in talks like this? Follow NIPS 2019