Next
How machine learning, and causal inference work together: cross-pollination and new challenges
Livestream will start soon!
Livestream has already ended.
Presentation has not been recorded yet!
  • title: Estimation and inference on high dimensional individualized treatment rule using split-and-pooled de-correlated score
      0:00 / 0:00
      • Report Issue
      • Settings
      • Playlists
      • Bookmarks
      • Subtitles Off
      • Playback rate
      • Quality
      • Settings
      • Debug information
      • Server sl-yoda-v3-stream-002-alpha.b-cdn.net
      • Subtitles size Medium
      • Bookmarks
      • Server
      • sl-yoda-v3-stream-002-alpha.b-cdn.net
      • sl-yoda-v3-stream-002-beta.b-cdn.net
      • 1982098372.rsc.cdn77.org
      • 1068207240.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
            Estimation and inference on high dimensional individualized treatment rule using split-and-pooled de-correlated score
            • Settings
            • Sync diff
            • Quality
            • Settings
            • Server
            • Quality
            • Server

            Estimation and inference on high dimensional individualized treatment rule using split-and-pooled de-correlated score

            Dec 14, 2019

            Speakers

            YZ

            Ying-Qi Zhao

            Speaker · 0 followers

            About

            Individualized treatment rules aim to identify if, when, which, and to whom treatment should be applied. One untackled question is the inference of the optimal individualized treatment rule. We propose a procedure for the simultaneous estimation and inference of such treatment rule with the existence of high dimensional covariates.The estimation procedure estimates the optimal individualized treatment rule as a weighted classification problem, while enjoying double robustness property. The infer…

            Organizer

            N2
            N2

            NIPS 2019

            Account · 952 followers

            Categories

            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

            Opening Remarks
            05:17

            Opening Remarks

            Bo Dai

            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: Composition, Learning, and Games
            40:09

            Invited Talk: Composition, Learning, and Games

            David Balduzzi

            N2
            N2
            NIPS 2019 5 years ago

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

            Spotlights
            44:30

            Spotlights

            Alex Delalande, …

            N2
            N2
            NIPS 2019 5 years ago

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

            Contributed talk 2 – Online Agnostic Boosting
            08:50

            Contributed talk 2 – Online Agnostic Boosting

            Xinyi Chen

            N2
            N2
            NIPS 2019 5 years ago

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

            Trajectory of Alternating Direction Method of Multipliers and Adaptive Acceleration
            14:36

            Trajectory of Alternating Direction Method of Multipliers and Adaptive Acceleration

            Clarice Poon

            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: Grasping Language
            48:47

            Invited Talk: Grasping Language

            Jason Baldridge

            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