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 Luca Baldassarre & Jeffrey R. Bohn

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

With Nicole Hu

Applied Machine Intelligence in insurance

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

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

Track / Speakers

Jeffrey R. Bohn

Chief Strategy Officer, One Concern

Luca Baldassarre

Lead Data Scientist, Swiss Re

Christian Spindler

Co-Founder & CEO, Sustainaccount

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 R. Bohn

Chief Strategy Officer, One Concern

Luca Baldassarre

Lead Data Scientist, Swiss Re

AMLD EPFL 2020 / Tracks & talks

AI & Nutrition

Marinka Zitnik, Marcel Salathé, Fabio Mainardi, Tome Eftimov, Barbara Koroušić Seljak, Nives Ogrinc, Aleksandra Kovachev

13:30-17:00 January 282A

AI & Policy

Joanna Bryson, Sofia Olhede, Emanuele Baldacci, Sabrina Kirrane, Bruno Lepri, Dennis Diefenbach, Ioannis Kaloskampis, Benoît Otjacques, Steve MacFeely, Christina Corbane

13:30-17:30 January 272A

Challenge Track

Danny Lange, Sunil Mallya, Marcel Salathé, Florian Laurent, Erik Nygren, Sharada Mohanty, Parth Kothari, Navid Rekabsaz, Wilhelmina Welsch, Ewan Oglethorpe, Nicholas Jones, Gokula Krishnan, Jeremy Watson, Andrew Melnik

13:30-17:00 January 284A

AMLD / Global partners