🚂 Flatland: Multi-Agent Reinforcement Learning for Trains

With Sharada Mohanty, Christian Scheller, Florian Laurent, Manuel Schneider & Yanick Schraner

09:00-17:00 September 29STCC, EPFL Campus, Lausanne, Switzerland

Federated Learning: collaborative machine learning on sensitive decentralized data

With Moritz Freidank, Aman Apte & Praveen Uggappakodi

09:00-13:00 September 29STCC, EPFL Campus, Lausanne, Switzerland

Fraud detection with unsupervised machine learning

With Ernst Oldenhof, Alessandro Scarpato, Giulio Ghirardo & Steffen Terhaar

09:00-12:15 September 29STCC, EPFL Campus, Lausanne, Switzerland

Graph Neural Networks for structured data

With Volodya Shtenovych

09:00-13:00 September 29STCC, EPFL Campus, Lausanne, Switzerland

Shedding Light on obscure Graph Deep Learning

With Matteo Togninalli, Arnaud Dhaene & William Cappelletti

13:30-17:30 September 29STCC, EPFL Campus, Lausanne, Switzerland

No mercy for manual entry

With Valerio Rossetti & Giulio Cornelio Grossi

13:30-17:30 September 29STCC, EPFL Campus, Lausanne, Switzerland

From Sketch(y) to Picture(sque) with Deep Learning

With Gaétan Ramet & Thibault Calvayrac

13:30-17:30 September 29STCC, EPFL Campus, Lausanne, Switzerland

PyTorch Hands on Tutorial

With Evann Courdier

09:00-17:00 October 26STCC, EPFL Campus, Lausanne, Switzerland

🤖 Can your AI beat the Turing test?

With Manuel Schneider, Florian Laurent, Martin Müller & Olesia Altunina

09:00-17:00 October 26STCC, EPFL Campus, Lausanne, Switzerland

Active Learning in the Real World

With Alexandre Abraham, Léo Dreyfus-Schmidt & Nader Salman

09:00-13:00 October 26STCC, EPFL Campus, Lausanne, Switzerland

Predicting customer churn: an introduction to survival analysis in Python

With Alessandro Nesti, Amalia Spataru, Elena Tverdokhlebova & Marcel Blattner

09:00-13:00 October 26STCC, EPFL Campus, Lausanne, Switzerland

"Back to the Feature" - boost your ML model with (statistical) feature engineering

13:30-17:30 October 26STCC, EPFL Campus, Lausanne, Switzerland

JAX: High-performance ML research

With Andreas Steiner & Avital Oliver

13:30-17:30 October 26STCC, EPFL Campus, Lausanne, Switzerland

Enabling cooperation between multiple agents: information sharing in Multi-Agent Reinforcement Learning

With Irene Sturm

09:00-17:00 October 29Online

Machine Learning in Sustainable Finance

With Christian Spindler

09:00-17:00 November 04Online

Applied Machine Learning with R

With Markus Steiner & Dirk Wulff

09:00-17:00 November 05Online

Towards ethical AI – practical tools for responsible data scientists

With Johan Rochel & Lea Strohm

10:00-11:30 November 10Online

AMLD EPFL 2021 / Program

Tracks & talks

Monthly thematically focussed conferences featuring top-level speakers

January 25-December 02, 2021

Exhibitors

Meet the AMLD 2021 event series partners

January 25-December 02, 2021

Challenges

Want to improve, challenge or showcase your ML skills? Here are AMLD 2021 challenges!

January 25-May 15, 2021

AMLD / Global partners