A Conceptual Introduction to Reinforcement Learning
With Kevin Smeyers, Katrien Van Meulder & Bram Vandendriessche
09:00-12:30 January 251ABCApplied ML with R
With Dirk Wulff, Markus Steiner & Michael Schulte-Mecklenbeck
09:00-17:00 January 25Foyer 6Augmenting the Web browsing experience using machine learning
With Oleksandr Paraska, Vasily Kuznetsov, Tudor Avram & Levan Tsinadze
09:00-12:30 January 253AFeature Engineering for Spatial Data Analysis
With Caio Miyashiro, Selim Onat & Eva Jaumann
09:00-17:00 January 25Foyer 1Interpretability in deep learning for computational biology
With Maria Rodriguez Martinez, An-phi Nguyen & Matteo Manica
09:00-12:30 January 255AIntroduction to Information Visualization
With Tobias Mérinat & Halldor Janetzko
09:00-17:00 January 25Foyer CloudSpiking neural networks for real-time inference tasks
With Dylan Muir, Felix Bauer & Sadique Sheik
09:00-17:00 January 255BCTensorFlow 2 Basics – Saturday
With Andreas Steiner, Ruslan Habalov & Megan Ruthven
09:00-17:00 January 252ABCAdding Interpretability in Deep Learning models
With Delger Enkhbayar, Sunil Mallya & Segolene Dessertine-Panhard
13:30-17:00 January 251ABCHuman mobility analysis and simulation with Python
With Luca Pappalardo, Filippo Simini, Roberto Pellungrini & Gianni Barlacchi
13:30-17:00 January 253BCIdeas for your first AI project
With Kristina Jonkuviene & Ieva Vaišnoraitė-Navikienė
13:30-17:00 January 253AMeet your Artificial Self: Generate text that sounds like you
With Martin Müller, Manuel Schneider & Florian Laurent
13:30-17:00 January 255AClimbing the Ladder: Reinforcement Learning in a Competitive Setting
With Frederic Ouwehand, Florian Laurent & Christian Scheller
09:00-17:00 January 263BCDeep Learning for Computer Vision
With Usman Amjad, Humera Tariq, Humera Azam & Shaista Rais
09:00-17:00 January 265BCDirty GANcing
With Axel Uran, Pelayo Choya, Guillaume Mollard, Thibault Calvayrac, Gaétan Ramet & Gianluca Mancini
09:00-12:30 January 26Foyer 6Generative Modeling for Computer Vision
With Anzor Gozalishvili & Sandro Barnabishvili
09:00-12:30 January 263AHands-on Bayesian Machine Learning: embracing uncertainty
With Elizaveta Semenova & Tatiana Matejovicova
09:00-12:30 January 264ABCIntroduction to MLflow: managing the ML lifecycle from experimentation to deployment
With Sebastian Herold, Annie Yim & Lennart Piro
09:00-12:30 January 26Foyer CloudTensorFlow 2 Basics – Sunday
With Andreas Steiner, Ruslan Habalov & Megan Ruthven
09:00-17:00 January 262ABCTransfer Learning at scale in Natural Language Processing
With Matteo Pagliardini, Yassine Benyahia & Harm Cronie
09:00-12:30 January 26Foyer 1Unsupervised Learning: Multi Time Series Feature Embedding
With Zhivko Kolev, Dimira Petrova & Dragomir Nikolov
09:00-17:00 January 261ABCAdvances in ML: Theory meets practice
With Sebastian Stich & Aymeric Dieuleveut
13:30-17:00 January 264ABCCross-lingual Natural Language Processing
With Ioannis Partalas, Georgios Balikas & Eric Bruno
13:30-17:00 January 26Foyer CloudFrom Forecasting to Prescriptive analytics
With Sotirios Dimopoulos, Niccolò Moretti & Kostja Siefen
13:30-17:00 January 26Foyer 1AMLD EPFL 2020 / Program
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AMLD Global