Highlights

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HoloLens, Mixed Reality and Spatial Computing

Marc PollefeysAMLD EPFL 2022
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Making Machine Learning Models Useful in Industrial Manufacturing

Mehmet MercangözAMLD EPFL 2022
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How MLOps Drives Iteration Speed for Non-ML Practitioners

Niels UitterdijkAMLD EPFL 2022
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Real Life Applications of Deep Reinforcement Learning in Manufacturing

William HeurdierAMLD EPFL 2022
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Cognitive Digital Twins

Dimitris KyritsisAMLD EPFL 2022
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Solving Complex Business Challenges with Machine Learning at the Edge

Samir Araújo de SouzaAMLD EPFL 2022
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Data Labeling Not Required

Lucas VandrouxAMLD EPFL 2022
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Predicting Future Failures with ML at the Edge

Ivan ScattergoodAMLD EPFL 2022
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Predictions for Better Decisions: Towards Integrated Prediction and Optimization

Emma FrejingerAMLD EPFL 2022
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Learning Individual Behaviors from Vehicle Trajectory Data

Kenan ZhangAMLD EPFL 2022
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Artificial Intelligence and Autonomous Vehicles

Alexandre AlahiAMLD EPFL 2022
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Predicting Time-to-Green of Fully-actuated Signal Control Systems with Deep Learning Models

Alexander GenserAMLD EPFL 2022
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On Board Monitoring for Railway Infrastructure Condition Assessment

Cyprien HoelzlAMLD EPFL 2022
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Towards a Data-driven Operational Digital Twin for Railway Wheels

Katharina RombachAMLD EPFL 2022
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Wrap-up

Erik Nygren, Francesco CormanAMLD EPFL 2022
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AI-driven Target Validation in Early Stage Drug Discovery

Patrick SchwabAMLD EPFL 2022
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Personalized cancer therapies based on spatial heterogeneity of the tumor ecosystem

Marianna RapsomanikiAMLD EPFL 2022
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AI for Evidence-Based Covariate Adjustment in Clinical Trials

Félix BalazardAMLD EPFL 2022
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Enabling the Right Decisions Sooner in Healthcare with AI

Carlos CillerAMLD EPFL 2022
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Learning Biomarkers from Heterogeneous Medical Imaging Data: Centralised and Federated Learning Approaches

Jonas RichiardiAMLD EPFL 2022
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Predicting Subgroup Treatment Effects for a New Study: Results and Learnings from a Company-Internal Data Challenge

Giulia Capestro, Silvia ZaoliAMLD EPFL 2022
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Panel Discussion: Causality for Multimodal Learning in Healthcare Applications

Naghmeh Ghazaleh, Alexander Büsser, Marianna Rapsomaniki, Félix Balazard, Jonas RichiardiAMLD EPFL 2022
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Renormalization Group Theory and Machine Learning

Giulio BiroliAMLD EPFL 2022
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Statistical Physics Insights on Stochastic Gradient Descent

Francesca MignaccoAMLD EPFL 2022

AMLD / Global partners