Highlights

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Tailored de Novo Protein Design with Deep Neural Networks

Zander HarteveldAMLD EPFL 2022
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Goal-directed Generation of Molecules with Conditional Generative Models

Amina MollaysaAMLD EPFL 2022
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Regression Transformer: Concurrent Conditional Molecular Generation and Regression by Blending Numerical and Textual Tokens

Jannis Born AMLD EPFL 2022
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Protein Language Models: Generative Properties and Data Representation

Anne-Florence BitbolAMLD EPFL 2022
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Learning from Literature-Extracted Synthesis Actions for Organic Synthesis

Alain VaucherAMLD EPFL 2022
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Machine Learning Aided Discovery of Membrane Disruptive, Non-Hemolytic Anticancer Peptides

Markus OrsiAMLD EPFL 2022
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Data Modeling Tools for Thermal Grids

Jonathan ChambersAMLD EPFL 2022
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Challenges of the Swiss Energy Transition for Network Operators

Yamshid FarhatAMLD EPFL 2022
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Concrete Examples how Data Support the Energy Turnaround

Matthias EifertAMLD EPFL 2022
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Using IRT for Prioritization of Building Retrofits

Hui BenAMLD EPFL 2022
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Deep Reinforcement Learning for Energy-Efficient Control of Autonomous Evs

Andrea PozziAMLD EPFL 2022
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Food Image Recognition Context

Gaurav SinghalAMLD EPFL 2022
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Protection of Journalists and their Sources: The Datashare project - Designing a Privacy-Preserving Document Search Engine

Wouter LueksAMLD EPFL 2022
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Manipulation of Public Opinion: Deepfakes - Why Seeing is no Longer Believing!

Touradj EbrahimiAMLD EPFL 2022
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Manipulation of Public Opinion: Mapping scientific knowledge in Switzerland

Agathe ChevalierAMLD EPFL 2022
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Manipulation of Public Opinion: Panel Discussion

Karl Aberer, Touradj Ebrahimi, Sarah Sermondadaz, Philippe Stoll, Mirko BischofbergerAMLD EPFL 2022
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Information Security and Personal Data Protection: Panel Discussion

Paul-Olivier Dehaye, Hannes Grassegger, Jessica Pidoux, Mirko BischofbergerAMLD EPFL 2022
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Multimodality: Applying Advanced Analytics in the Pharmaceutical and Diagnostics Industry to Improve Patient Outcomes and Personalize Care

Gunther JansenAMLD EPFL 2022
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Innovation Spotlight

Patrick BarbeyAMLD EPFL 2022
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biped | Giving vision with sounds

Arthur GassnerAMLD EPFL 2022
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Privacy adversaries in ML — Eviler than you think

Carmela TroncosoAMLD EPFL 2022
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AI for Science @EPFL

Lenka ZdeborováAMLD EPFL 2022
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Data Clarity

Simon HeftiAMLD EPFL 2022
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Making Data Work with industrialized ML

Laure WilleminAMLD EPFL 2022

AMLD / Global partners