Co-Chair: Human Centered AI: Trustworthiness of AI Models and Data, AAAI 2019 Fall Symposium Series in Arlington, VA, USA, November 7–9, 2019

Co-Chair: Human Centered AI: Trustworthiness of AI Models and Data, AAAI 2019 Fall Symposium Series in Arlington, VA, USA, November 7–9, 2019

7. November 2019 · by · in Allgemein, Conference, Project

Join and discuss with us #HumanCenteredAI at the #AAAI 2019 #FallSymposiumSeries in Arlington, VA, #USA, November 7–9, 2019 – agenda is set and registration is now open: https://bit.ly/2nveduf

#HumanCentered #AI: #Trustworthiness of AI #Models and #Data To facilitate the widespread acceptance of AI systems guiding decision-making in real-world applications, it is key that solutions comprise trustworthy, integrated human-AI systems. Not only in safety-critical applications such as autonomous driving or medicine, but also in dynamic open world systems in industry and government it is crucial for predictive models to be uncertainty-aware and yield well-calibrated (and thus trustworthy) predictions for both in-domain samples (known unknowns) as well as out-of-domain samples (unknown unknowns).

We are looking for an open-minded, constructive and interdisciplinary symposium – agenda is set … great keynotes: #EricDaimler Daniel SonntagCarl Henrik Ek #JackShannahanKilian Weinberger, great set of papers, and awesome co-chairs Florian BüttnerJohn PiorkowskiIan McCullohTarek R. Besold Christian GuttmannMelih Kandemir #StoneyTrent #ResponsibleAI #AIInPractice #TrustInData

https://lnkd.in/dPYiHa2 – https://lnkd.in/dmZnM9q

TOPIC OF INTEREST:

  • Human-Centered AI
  • Data Quality
  • Trustworthy AI
  • Ethical AI
  • Explainable AI
  • Bayesian Deep Learning
  • Uncertainty Quantification
  • Probabilistic Machine Learning
  • Testing approaches to neural networks
  • Continuous monitoring of AI systems
  • Causal Explainability
  • Cause and Effect Relationships

ORGANIZING COMMITTEE:

PROGRAM COMMITTEE:

  • Neil Johnson, George Washington University, USA.
  • Kevin Chan, Army Research Laboratory, USA.
  • Ananthram Swami, Army Research Laboratory, USA
  • Marc Bosch-Ruiz, Accenture, USA
  • Kathleen Carley, Carnegie Mellon University, USA
  • John Skvoretz, University of South Florida, USA
  • Doug Lange, Computer Scientist at Space and Naval Warfare System Center, Pacific, USA
  • Andreas Holzinger, University of Graz, Austria
  • Nicolas Vayatis, ENS Paris-Saclay, France
  • Harald Kosch, University Passau, Germany
  • Derek Doran, Wright State University, US
  • Kristian Lum, Human Rights Data Analysis Group (HRDAG), US
  • Chris Biemann, University of Hamburg, Germany
  • Justinian Rosca, Siemens Princeton US
  • Roberto Confalonieri, Alpha Health AI Lab, Spain
  • Rumman Choudhurry, Accenture, USA
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