AI & Resilience

09:00-12:30, January 28 @ 2A

Track / Overview

This track addresses the capabilities needed to make the world more resilient. Imagine a world in which you can order Machine Intelligence (MI)-powered Resilience as a Service, helping you, your organization and your network to tackle risks of any kind. The insurance industry is the ideal player to put this idea forward. AI is a key enabler in this endeavour, and hence, we engage you in this track to immerse in the four AIs that are not talked about enough:

  • Augmented intelligence: AI to boost human productivity
  • Intelligent automation: Keeping humans in the loop
  • Assessed intelligence: Continuous evaluation is the primary path to improvement
  • Adaptive intelligence: Learning how to learn

Explore these AIs with leading experts – from within and outside the insurance industry – and learn how the insurance industry is applying these to better identify, assess and mitigate risks that, ultimately, make our world a safer place.

Track / Schedule

Welcome & Machine Intelligence journey from science to resilience

With Jeffrey Bohn & Luca Baldassarre

Using Non-traditional Technologies to Augment Physical Modeling in Disaster Resilience

With Nicole Hu

Applied Machine Intelligence in insurance

With Patrick Jayet, Paul Feng, Antoine Lagrange, Roland Schöbi & Nora Leonardi

Break: Continued discussion of applied ML in insurance over coffee

Climate Risks: Machine intelligence to enable forward-looking risk management

With Christian Spindler

Federated Learning for Healthcare – Collaborative AI without Exposing Patient Data

With Nicola Rieke

Panel discussion: "Enterprise Machine Intelligence Outlook"

With Christian Spindler, Jeffrey Bohn, Nicola Rieke, Nicole Hu & Luca Baldassarre

Track / Speakers

Jeffrey Bohn

Chief Research & Innovation Officer and Head of Research & Engagement, Swiss Re Institute

Luca Baldassarre

Lead Data Scientist, Swiss Re

Christian Spindler

Chief Executive Officer, DATA AHEAD ANALYTICS

Patrick Jayet

Tech Lead Computer Vision and Machine Learning, AXA REV

Nora Leonardi

Senior L&H Claims Researcher, Swiss Re

Roland Schöbi

Senior Catastrophe Researcher, Zurich Insurance

Antoine Lagrange

Data Scientist, Swiss Re

Nicole Hu

Co-founder & CTO, One Concern

Nicola Rieke

Senior Deep Learning Solution Architect – Healthcare, NVIDIA

Paul Feng

Data Scientist, AXA Group Operations

Track / Co-organizers

Jeffrey Bohn

Chief Research & Innovation Officer and Head of Research & Engagement, Swiss Re Institute

Luca Baldassarre

Lead Data Scientist, Swiss Re

AMLD EPFL 2020 / Tracks & talks

AI & Climate Change

Lynn Kaack, Nikola Milojevic-Dupont, Nicholas Jones, Felix Creutzig, Buffy Price, Slava Jankin, Olivier Corradi, Liam F. Beiser-McGrath, Marius Zumwald, Eniko Székely, Max Callaghan, Soon Hoe Lim, Mohamed Kafsi, Daniel de Barros Soares, Matthias Meyer, Chris Heinrich, Emmanouil Thrampoulidis, Marta Gonzalez, Kristina Orehounig, David Dao, Bibek Paudel

13:30-17:00 January 2709:00-12:30 January 285ABC

AI & Humanitarian Action

Neil Davison, Max Tegmark, Carmela Troncoso, Alessandro Mantelero, Michela D'Onofrio, Francois Fleuret, Amina Chebira, John C. Havens, Marc Brockschmidt, Helen Toner, Dustin Lewis, Subhashis Banerjee, Rebeca Moreno Jimenez, Netta Goussac, Volkan Cevher, Anika Schumann, Nadia Marsan, Massimo Marelli, Anja Kaspersen

09:00-17:00 January 283A

AI & Cities

Konstantin Klemmer, Shin Alexandre Koseki, Eun-Kyeong Kim, Nicholas Jones, Kamil Kaczmarek, Kiran Zahra, Roger Fischer, Doori Oh, Ran Goldblatt, Martí Bosch, Roman Prokofyev, Cristina Kadar, Dmitry Kudinov, Camille Lechot, Ellie Cosgrave, Javier Pérez Trufero, Layik Hama, Hoda Allahbakhshi, Marta Gonzalez, Valery Fischer, Emmanouil Tranos, Jens Kandt, Yussuf Said Yussuf, Nyalleng Moorosi, Nick Lucius

09:00-17:00 January 281BC

AMLD / Global partners