Highlights

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Panel Discussion: How to Reduce the New AI Threat Landscape?

Daniel Saraga, Martina Schwab, Can Yildizli, Matthieu Sauvé, Martin StrohmeierAMLD EPFL 2022
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Learned Models for Physical Simulation and Design

Kimberly StachenfeldAMLD EPFL 2022
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Panel Discussion

Miguel A. Bessa, Kimberly StachenfeldAMLD EPFL 2022
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Physics Informed Neural Networks for Thermal Analysis of LPBF Process

Ehsan HosseiniAMLD EPFL 2022
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Discovering Hyperelastic Material Models through Sparse Regression with an Application to Human Brain Tissue

Huitian YuAMLD EPFL 2022
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Physics-informed neural networks for traffic assignment optimization

Ji-Eun ByunAMLD EPFL 2022
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Application of Reinforcement Learning (RL) for Marine Route Optimization to Minimize CO2 Emissions

Mohammad Hossein MoradiAMLD EPFL 2022
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Boosting Model Robustness by Leveraging Data Augmentations, Stability Training, and Noise Injections

Soon Hoe LimAMLD EPFL 2022
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Digitization of Industrial Diagrams Using Machine Learning & Computer Vision

Jo-Anne TingAMLD EPFL 2022
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Simulating Physics Using Constraint-Based Graph Networks

Yulia RubanovaAMLD EPFL 2022
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Towards Model-Based Reinforcement Learning on Real Robots

Georg MartiusAMLD EPFL 2022
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Panel Discussion

Georg Martius, Yulia RubanovaAMLD EPFL 2022
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A View of SDSC Projects: Understanding Swiss Parliamentary Data

Fernando Perez-CruzAMLD EPFL 2022
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A Machine Learning Collaboration with Neuroscience: Opportunities & Challenges

Francesco CasalegnoAMLD EPFL 2022
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Large-Scale Synaptic Resolution Brain Mapping in Academia-Industry Collaborations

Michał JanuszewskiAMLD EPFL 2022
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What Makes Interdisciplinary Research Collaborations Work: Experiences from the Center for Data Analytics

Rodrigo Cerqueira Gonzalez PenaAMLD EPFL 2022
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Machine Learning Based Analysis of Biomedical Microscopy Images

Simon F. NørrelykkeAMLD EPFL 2022
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From Prototyping to Production: How SIS is Supporting AI in Research!

Franziska OschmannAMLD EPFL 2022
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Text Crunching Center (TCC): Data-Driven Methods for Linguists, Social Science and Digital Humanities

Gerold SchneiderAMLD EPFL 2022
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Machine Learning for Economics and Social Sciences: Applications and Software

Achim AhrensAMLD EPFL 2022
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Data Scientists Supporting Scientific Researchers: A Win-Win Situation

Matteo TanadiniAMLD EPFL 2022
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Panel Discussion: Benefits, Challenges and the Way Forward for AI Collaborations in Academic Research

Simon F. Nørrelykke, Achim Ahrens, Aris Marcolongo, Guillaume Obozinski, Francesco Casalegno, Gerold Schneider, Rodrigo Cerqueira Gonzalez Pena, Tilia Ellendorff, Matteo Tanadini, Michał Januszewski, Thomas Wuest, Franziska Oschmann, Tarun ChadhaAMLD EPFL 2022
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Modelling Time Varying Interactions in Financial Markets

Fabrizio LilloAMLD EPFL 2022
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Deep Order Flow Imbalance: Extracting Alpha at Multiple Horizons from the Limit Order Book

Nicholas WestrayAMLD EPFL 2022

AMLD / Global partners