Towards ethical AI – practical tools for responsible data scientists
With Johan Rochel & Lea Strohm
10:00-11:30 November 10OnlineHow to make your NLP system multilingual
With Adam Bittlingmayer & Nerses Nersesyan
10:00-12:00 March 02OnlineDeep Learning-Driven Text Summarization & Explainability with Reuters News Data
With Nadja Herger, Nina Hristozova & Andreea Iuga
15:00-17:30 March 02OnlineBuilding Interpretable AI for Digital Pathology
With Guillaume Jaume, Pushpak Pati & Mara Graziani
09:00-12:00 April 27OnlineVirtual Interviewer: Build your own interviewing agent
With Pooja Shikaripur Bheemasena Rao, Dinesh Babu Jayagopi & Mauro Cherubini
14:00-17:00 April 27OnlineHow 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 27OnlineForecasting epileptic seizures
With Timothée Proix, Maxime Baud & Marc Grau Leguia
09:00-17:00 April 27OnlineMachine 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, SwitzerlandFederated 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, SwitzerlandFraud detection with unsupervised machine learning
With Ernst Oldenhof, Alessandro Scarpato, Giulio Ghirardo & Steffen Terhaar
09:00-12:15 September 295B – STCC, EPFL Campus, Lausanne, SwitzerlandGraph Neural Networks for structured data
With Volodymyr Shtenovych
09:00-13:00 September 295A – STCC, EPFL Campus, Lausanne, SwitzerlandShedding Light on obscure Graph Deep Learning
With Matteo Togninalli, Arnaud Dhaene & William Cappelletti
13:30-17:30 September 295C – STCC, EPFL Campus, Lausanne, SwitzerlandNo mercy for manual entry
With Valerio Rossetti & Giulio Cornelio Grossi
13:30-17:30 September 295A – STCC, EPFL Campus, Lausanne, SwitzerlandFrom Sketch(y) to Picture(sque) with Deep Learning
With Gaétan Ramet & Thibault Calvayrac
13:30-17:30 September 295B – STCC, EPFL Campus, Lausanne, SwitzerlandPyTorch 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, SwitzerlandActive Learning in the Real World
With Alexandre Abraham, Léo Dreyfus-Schmidt & Nader Salman
09:00-13:00 October 265A – STCC, EPFL Campus, Lausanne, SwitzerlandPredicting 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, SwitzerlandJAX: High-performance ML research
With Andreas Steiner & Avital Oliver
13:30-17:30 October 265C – STCC, EPFL Campus, Lausanne, SwitzerlandAMLD EPFL 2021 / Program
AMLD / Global partners
AMLD Global