Applied Machine Learning Days
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29:05
Fully Decentralized Joint Learning of Personalized Models and Collaboration Graphs
Aurélien Bellet
AMLD EPFL 2020
20:14
Knitting together synthetic biology, machine learning and robotics
Katya Putintseva
AMLD EPFL 2020
15:04
Data Driven Discovery of Functional Molecular Co-Crystals
Aikaterini Vriza
AMLD EPFL 2020
32:00
Adversarial Network Benchmarking: A Data-Driven Approach
Andreas Blenk
AMLD EPFL 2020
58:33
Networks are still a hard problem space for ML/AI + Q&A
Dimitri Papadimitriou
AMLD EPFL 2020
15:19
Graph neural networks and reinforcement learning in traffic optimization in cities
Kamil Kaczmarek
AMLD EPFL 2020
21:23
Developing a Super One-on-One Tutor with AI and Big Data
Wei Cui
AMLD EPFL 2020
13:02
Wind Farm Dynamic Yield Optimization using Reinforcement Learning
Giorgio Cortiana
AMLD EPFL 2020
10:45
ML for Energy: why academic models fail in the real world
Emanuele Fabbiani
AMLD EPFL 2020
10:04
Data analytics and machine learning applications for a sustainable energy future
Angelos Selviaridis
AMLD EPFL 2020
10:22
Semi-deep learning with user feedback improving energy prediction models and improving user experience
Jiufeng Shi
AMLD EPFL 2020
11:37
PID autotuning via two-stage safe Bayesian optimization for heat pump control: Simulation and experimental results
Bratislav Svetozarevic
AMLD EPFL 2020
20:34
The Dutch 'System Risk Indication' (SyRI) - profiling citizens in a welfare state
Ronald Huissen
AMLD EPFL 2020
7:07
The Organizational Value of Training Managers in Data Science Methods
Kenneth Younge
AMLD EPFL 2020
23:07
Upskilling in practice
Christian Scharff
AMLD EPFL 2020
17:33
The Future NOW of Work: how AI is transforming the Perfume and Taste industry
Mieke Van de Capelle
AMLD EPFL 2020
36:52
How Deep Learning is today used in production to help troubleshooting and improving the broadband services
Nicolas Dupuis
AMLD EPFL 2020
7:43
Spotlight: WildNLP: An open-source framework for making sure your NLP models work in the wild.
Dominika Basaj
AMLD EPFL 2020
8:34
Spotlight: Towards a Fairness Score for Machine Learning Training Data
Mascha Kurpicz-Briki
AMLD EPFL 2020
11:09
Spotlight: AI at Bloomberg
Edgar Meij
AMLD EPFL 2020
31:22
Evolution of Representations in the Transformer
Lena Voita
AMLD EPFL 2020
15:40
Private synthetic data with GANs, autoencoders and minority oversampling
Ioannis Kaloskampis
AMLD EPFL 2020
1:34:00
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 Bryson
AMLD EPFL 2020
21:44
Human-centric AI challenges and opportunities
Sabrina Kirrane
AMLD EPFL 2020
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AMLD EPFL 2022
March 26-30, 2022
STCC, Lausanne, Switzerland