Highlights

29:05
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Fully Decentralized Joint Learning of Personalized Models and Collaboration Graphs

Aurélien BelletAMLD EPFL 2020
20:14
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Knitting together synthetic biology, machine learning and robotics

Katya PutintsevaAMLD EPFL 2020
15:04
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Data Driven Discovery of Functional Molecular Co-Crystals

Aikaterini VrizaAMLD EPFL 2020
32:00
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Adversarial Network Benchmarking: A Data-Driven Approach

Andreas BlenkAMLD EPFL 2020
58:33
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Networks are still a hard problem space for ML/AI + Q&A

Dimitri PapadimitriouAMLD EPFL 2020
15:19
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Graph neural networks and reinforcement learning in traffic optimization in cities

Kamil KaczmarekAMLD EPFL 2020
21:23
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Developing a Super One-on-One Tutor with AI and Big Data

Wei CuiAMLD EPFL 2020
13:02
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Wind Farm Dynamic Yield Optimization using Reinforcement Learning

Giorgio CortianaAMLD EPFL 2020
10:45
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ML for Energy: why academic models fail in the real world

Emanuele FabbianiAMLD EPFL 2020
10:04
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Data analytics and machine learning applications for a sustainable energy future

Angelos SelviaridisAMLD EPFL 2020
10:22
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Semi-deep learning with user feedback improving energy prediction models and improving user experience

Jiufeng ShiAMLD EPFL 2020
11:37
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PID autotuning via two-stage safe Bayesian optimization for heat pump control: Simulation and experimental results

Bratislav SvetozarevicAMLD EPFL 2020
20:34
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The Dutch 'System Risk Indication' (SyRI) - profiling citizens in a welfare state

Ronald HuissenAMLD EPFL 2020
7:07
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The Organizational Value of Training Managers in Data Science Methods

Kenneth YoungeAMLD EPFL 2020
23:07
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Upskilling in practice

Christian ScharffAMLD EPFL 2020
17:33
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The Future NOW of Work: how AI is transforming the Perfume and Taste industry

Mieke Van de CapelleAMLD EPFL 2020
36:52
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How Deep Learning is today used in production to help troubleshooting and improving the broadband services

Nicolas DupuisAMLD EPFL 2020
7:43
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Spotlight: WildNLP: An open-source framework for making sure your NLP models work in the wild.

Dominika BasajAMLD EPFL 2020
8:34
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Spotlight: Towards a Fairness Score for Machine Learning Training Data

Mascha Kurpicz-BrikiAMLD EPFL 2020
11:09
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Spotlight: AI at Bloomberg

Edgar MeijAMLD EPFL 2020
31:22
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Evolution of Representations in the Transformer

Lena VoitaAMLD EPFL 2020
15:40
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Private synthetic data with GANs, autoencoders and minority oversampling

Ioannis KaloskampisAMLD EPFL 2020
1:34:00
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Panel discussion – Exploring the role and impact of AI in a policy context: Challenges and opportunities for decision-making

Bruno Lepri, Steve MacFeely, Emanuele Baldacci, Joanna BrysonAMLD EPFL 2020
21:44
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Human-centric AI challenges and opportunities

Sabrina KirraneAMLD EPFL 2020

AMLD / Global partners