Towards ethical AI – practical tools for responsible data scientists

With Johan Rochel & Lea Strohm

10:00-11:30 November 10Online

How to make your NLP system multilingual

With Adam Bittlingmayer & Nerses Nersesyan

10:00-12:00 March 02Online

Deep Learning-Driven Text Summarization & Explainability with Reuters News Data

With Nadja Herger, Nina Hristozova & Andreea Iuga

15:00-17:30 March 02Online

Building Interpretable AI for Digital Pathology

With Guillaume Jaume, Pushpak Pati & Mara Graziani

09:00-12:00 April 27Online

Virtual Interviewer: Build your own interviewing agent

With Pooja Shikaripur Bheemasena Rao, Dinesh Babu Jayagopi & Mauro Cherubini

14:00-17:00 April 27Online

How to deliver a successful AI project in Medicine - from concept to reproducible processes and solutions

With Pawel Rosikiewicz, Onur Yürüten & Oksana Riba Grognuz

09:00-16:30 April 27Online

Forecasting epileptic seizures

With Timothée Proix, Maxime Baud & Marc Grau Leguia

09:00-17:00 April 27Online

Machine Learning in Science: encoding physical constraints and good development practices

With Miles Timpe & Maria Han Veiga

09:00-17:00 April 27Online

🚂 Flatland: Multi-Agent Reinforcement Learning for Trains

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

09:00-17:00 September 294A – STCC, 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 295C – STCC, EPFL Campus, Lausanne, Switzerland

Fraud detection with unsupervised machine learning

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

09:00-12:15 September 295B – STCC, EPFL Campus, Lausanne, Switzerland

Graph Neural Networks for structured data

With Volodymyr Shtenovych

09:00-13:00 September 295A – STCC, EPFL Campus, Lausanne, Switzerland

Shedding Light on obscure Graph Deep Learning

With Matteo Togninalli, Arnaud Dhaene & William Cappelletti

13:30-17:30 September 295C – STCC, EPFL Campus, Lausanne, Switzerland

No mercy for manual entry

With Valerio Rossetti & Giulio Cornelio Grossi

13:30-17:30 September 295A – STCC, EPFL Campus, Lausanne, Switzerland

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

With Gaétan Ramet & Thibault Calvayrac

13:30-17:30 September 295B – STCC, EPFL Campus, Lausanne, Switzerland

PyTorch Hands on Tutorial

With Evann Courdier, Mohammadreza Amirian & Matteo Pagliardini

09:00-17:00 October 265B – STCC, 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 264A – STCC, EPFL Campus, Lausanne, Switzerland

Active Learning in the Real World

With Alexandre Abraham, Léo Dreyfus-Schmidt & Nader Salman

09:00-13:00 October 265A – STCC, 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 265C – STCC, EPFL Campus, Lausanne, Switzerland

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

With Teresa Kubacka & Magdalena Surówka

13:30-17:30 October 265A – STCC, EPFL Campus, Lausanne, Switzerland

JAX: High-performance ML research

With Andreas Steiner & Avital Oliver

13:30-17:30 October 265C – STCC, EPFL Campus, Lausanne, Switzerland

Impactful projects brought to life with simple ML techniques

With Christian Luebbe & Mohamad Dia

13:00-14:00 October 28Online – FREE

Applied Machine Learning with R

With Markus Steiner & Dirk Wulff

09:00-17:00 November 05Online

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