Next
Livestream will start soon!
Livestream has already ended.
Presentation has not been recorded yet!
  • title: Conformal Prediction with Missing Values
      0:00 / 0:00
      • Report Issue
      • Settings
      • Playlists
      • Bookmarks
      • Subtitles Off
      • Playback rate
      • Quality
      • Settings
      • Debug information
      • Server sl-yoda-v2-stream-002-alpha.b-cdn.net
      • Subtitles size Medium
      • Bookmarks
      • Server
      • sl-yoda-v2-stream-002-alpha.b-cdn.net
      • sl-yoda-v2-stream-002-beta.b-cdn.net
      • 1001562353.rsc.cdn77.org
      • 1075090661.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
            Conformal Prediction with Missing Values
            • Settings
            • Sync diff
            • Quality
            • Settings
            • Server
            • Quality
            • Server

            Conformal Prediction with Missing Values

            Jul 24, 2023

            Speakers

            MZ

            Margaux Zaffran

            Speaker · 0 followers

            AD

            Aymeric Dieuleveut

            Speaker · 0 followers

            JJ

            Julie Josse

            Speaker · 0 followers

            About

            Conformal prediction is a theoretically grounded framework for constructing predictive intervals. We study conformal prediction with missing values in the covariates – a setting that brings new challenges to uncertainty quantification. We first show that the marginal coverage guarantee of conformal prediction holds on imputed data for any missingness distribution and almost all imputation functions. However, we emphasize that the average coverage varies depending on the pattern of missing values…

            Organizer

            I2
            I2

            ICML 2023

            Account · 619 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

            Distributed Contextual Linear Bandits with Minimax Optimal Communication Cost
            05:31

            Distributed Contextual Linear Bandits with Minimax Optimal Communication Cost

            Sanae Amani, …

            I2
            I2
            ICML 2023 2 years ago

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

            Random Matrix Analysis to Balance between Supervised and Unsupervised Learning under the Low Density Separation Assumption
            04:48

            Random Matrix Analysis to Balance between Supervised and Unsupervised Learning under the Low Density Separation Assumption

            Vasilii Feofanov, …

            I2
            I2
            ICML 2023 2 years ago

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

            Reality-Centric AI
            34:03

            Reality-Centric AI

            Mihaela van der Schaar

            I2
            I2
            ICML 2023 2 years ago

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

            DRew: Dynamically Rewired Message Passing with Delay
            05:47

            DRew: Dynamically Rewired Message Passing with Delay

            Benjamin Gutteridge, …

            I2
            I2
            ICML 2023 2 years ago

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

            Detecting Out-of-distribution Data through In-distribution Class Prior
            05:16

            Detecting Out-of-distribution Data through In-distribution Class Prior

            Xue Jiang, …

            I2
            I2
            ICML 2023 2 years ago

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

            Pretraining Language Models with Human Preferences
            05:19

            Pretraining Language Models with Human Preferences

            Tomek Korbak, …

            I2
            I2
            ICML 2023 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 ICML 2023