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Previous Editions: WAISE 2022

Fifth International Workshop on

Artificial Intelligence

Safety Engineering 

Programme.

(Timezone: CEST)

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​09:00-09:15

Opening and welcome to WAISE 2022, Organisation Committee

Keynote Talk

​09:15-10:30

Formal Methods for Trusted AI

Bettina Könighofer, Graz University of Technology, Austria

​10:30-11:00

Coffee break

Session 1: AI Safety

​11:00-11:20

Safe Design of Stable Neural Networks for Fault Detection in Small UAVs

Kavya Gupta, Fateh Kaakai, Beatrice Pesquet-Popescu and Jean-Christophe Pesquet

​11:20-11:40

A Neural Criticality Metric for Object Detection Deep Neural Networks

Václav Diviš, Tobias Schuster and Marek Hrúz

​11:40-12:00

StaDRe and StaDRo: Reliability and Robustness Estimation of ML-based Forecasting using Statistical
Distance Measures

Mohammed Naveed Akram, Akshatha Ambekar, Ioannis Sorokos, Koorosh Aslansefat and Daniel Schneider

Session 2: Advances in Safe AI (Invited talks)

​12:00-12:15

​12:15-12:30

​12:30-13:30

Lunch break

Session 3: Advances in Safe AI (Invited talks)

​13:30-13:45

Confiance.ai

Bertrand Braunschweig

​13:45-14:00

Session 4: Assurances for Autonomous Systems

​14:00-14:20

​14:20-14:40

Object Detection With Probabilistic Guarantees: a Conformal Prediction Approach

Florence de Grancey, Jean-Luc Adam, Lucian Alecu, Sébastien Gerchinovitz, Franck Mamalet
and David Vigouroux

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​14:40-15:00

A Novel Abstraction Framework for Neural Network Verification

Fateh Boudardara, Abderraouf Boussif, Pierre-Jean Meyer and Mohamed Ghazel

​15:00-15:15

Logically Sound Arguments for the Effectiveness of ML Safety Measures

Chih-Hong Cheng, Tobias Schuster and Simon Burton

​15:15-15:45

Coffee break

Session 5: Community Debate

​15:45-16:45

​16:45-17:00

Plenary Discussion "Towards the Last Mile in Engineering Safe AI Systems"

WAISE2022 Wrap Up

Committees.

Organization Committee

  • Orlando Avila-García, Arquimea Reserch Center, Spain 

  • Mauricio Castillo-Effen, Lockheed Martin, USA
    Chih-Hong Cheng, DENSO, Germany

  • Zakaria Chihani, CEA LIST, France 

  • Simos Gerasimou, University of York, UK

Programme Committee

  • Rob Alexander, University of York, UK

  • Vincent Aravantinos, Autonomous Intelligent Driving GmbH, Germany

  • Alec BanksDefence Science and Technology Laboratory, UK

  • Markus Borg, RISE SICS, Sweden

  • Simon Burton, IKS Fraunhofer, DE

  • Radu Calinescu, University of York, UK

  • Carmen Carlan, Edge Case Research GmbH, Germany

  • Raja Chatila, ISIR - Sorbonne University, France 

  • Huascar Espinoza, KDT JU, Belgium

  • John Favaro, INTECS, Italy

  • Jérémie Guiochet, LAAS-CNRS, France

  • Vahid Hashemi, Audi, Germany

  • Nico Hochgeschwende, Bonn-Rhein-Sieg University, Germany

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