Highlights

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Intrinsic Dimension of Path Integrals: Data-Mining Quantum Criticality and Emergent Simplicity

Tiago Mendes SantosAMLD EPFL 2022
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Quantifying of Geometric Measure of Entanglement of Quantum Generative Adversarial Network States on a Quantum Computer

Khrystyna GnatenkoAMLD EPFL 2022
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Convolutional restricted Boltzmann machine aided Monte Carlo: An application to Ising and Kitaev models

Daniel Alcalde PuenteAMLD EPFL 2022
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Quantum State Tomography with Artificial and Spiking Neural Networks

Stefanie CzischekAMLD EPFL 2022
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Designing Quantum Many-Body Matter with Conditional Generative Adversarial Networks

Rouven KochAMLD EPFL 2022
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Self-Correcting Quantum Many-Body Control using Reinforcement Learning with Tensor Networks

Friederike MetzAMLD EPFL 2022
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The Quantum Cartpole

Kai MeinerzAMLD EPFL 2022
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Must Digital Trust Rely on Conventional Trust (or Is it the Other Way Around) ?

Edouard BugnionAMLD EPFL 2022
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Digital Sovereignty and Neutrality in Humanitarian Action

Balthasar StaehelinAMLD EPFL 2022
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Supply Chain Security and Transparency for AI Systems

Cedric FournetAMLD EPFL 2022
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Better Foundations for Secure Software Systems

Shweta ShindeAMLD EPFL 2022
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Panel Discussion

Cedric Fournet, Shweta Shinde, Balthasar Staehelin, Edouard Bugnion, Scarlet Schwiderski-GroscheAMLD EPFL 2022
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Characteristics of Data & AI Driven Organizations

Steven NooijenAMLD EPFL 2022
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Scaling up Data in a Backend-Heavy Organization

Andreu MoraAMLD EPFL 2022
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Data Democratization: from Data Strategy to the Golden Path

Melissa Perotti, Sacha RoggeveenAMLD EPFL 2022
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Panel Discussion

Sacha Roggeveen, Andreu Mora, Bianca Scheffler, Afke Schouten, Giovanni LanzaniAMLD EPFL 2022
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The role of Learning & Development in the AI Maturity Journey

Dorthe Malmqvist, Giovanni LanzaniAMLD EPFL 2022
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Introduction & Workshop Overview: Recent Developments in Deep Representation Learning and its Applications in Finance

Petter Kolm, Nino Antulov-FantulinAMLD EPFL 2022
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Firmenich d-lab: Journey of an Industrial ML Lab

Christine Chichester, Julien HerzenAMLD EPFL 2022
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Artificial Intelligence and Decentralized Privacy Preserving Mechanisms for Telco Industry

Diego PerinoAMLD EPFL 2022
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Stakeholder Roles in Promoting Quality and Trust in Medical AI

Nicholson PriceAMLD EPFL 2022
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AI to Guide Precision Oncology in Solid Tumors

Olivier MichielinAMLD EPFL 2022
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Summary & Q&A

Ria Kechagia, Agata Ferretti, Nicholson Price, Olivier Michielin, Michael KrauthammerAMLD EPFL 2022
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Data-Driven Discovery Science with FAIR Knowledge Graphs

Michel DumontierAMLD EPFL 2022

AMLD / Global partners