Applied Machine Learning Days

6:45

Welcome and Introduction

Marisa TschoppAMLD EPFL 2020

19:34

Model quantization and Hardware acceleration, how fast can we get?

Abdel Younes, Gaurav AroraAMLD EPFL 2020

1:12:02

Panel: AI in the Real World

Jeremiah Harmsen, Olga Russakovsky, Claudiu MusatAMLD EPFL 2018

29:05

Fully Decentralized Joint Learning of Personalized Models and Collaboration Graphs

Aurélien BelletAMLD EPFL 2020

20:14

Knitting together synthetic biology, machine learning and robotics

Katya PutintsevaAMLD EPFL 2020

15:04

Data Driven Discovery of Functional Molecular Co-Crystals

Aikaterini VrizaAMLD EPFL 2020

32:00

Adversarial Network Benchmarking: A Data-Driven Approach

Andreas BlenkAMLD EPFL 2020

58:33

Networks are still a hard problem space for ML/AI + Q&A

Dimitri PapadimitriouAMLD EPFL 2020

15:19

Graph neural networks and reinforcement learning in traffic optimization in cities

Kamil KaczmarekAMLD EPFL 2020

21:23

Developing a Super One-on-One Tutor with AI and Big Data

Wei CuiAMLD EPFL 2020

13:02

Wind Farm Dynamic Yield Optimization using Reinforcement Learning

Giorgio CortianaAMLD EPFL 2020

10:45

ML for Energy: why academic models fail in the real world

Emanuele FabbianiAMLD EPFL 2020

10:04

Data analytics and machine learning applications for a sustainable energy future

Angelos SelviaridisAMLD EPFL 2020

10:22

Semi-deep learning with user feedback improving energy prediction models and improving user experience

Jiufeng ShiAMLD EPFL 2020

11:37

PID autotuning via two-stage safe Bayesian optimization for heat pump control: Simulation and experimental results

Bratislav SvetozarevicAMLD EPFL 2020

20:34

The Dutch 'System Risk Indication' (SyRI) - profiling citizens in a welfare state

Ronald HuissenAMLD EPFL 2020

7:07

The Organizational Value of Training Managers in Data Science Methods

Kenneth YoungeAMLD EPFL 2020

23:07

Upskilling in practice

Christian ScharffAMLD EPFL 2020

17:33

The Future NOW of Work: how AI is transforming the Perfume and Taste industry

Mieke Van de CapelleAMLD EPFL 2020

36:52

How Deep Learning is today used in production to help troubleshooting and improving the broadband services

Nicolas DupuisAMLD EPFL 2020

7:43

Spotlight: WildNLP: An open-source framework for making sure your NLP models work in the wild.

Dominika BasajAMLD EPFL 2020

8:34

Spotlight: Towards a Fairness Score for Machine Learning Training Data

Mascha Kurpicz-BrikiAMLD EPFL 2020

11:09

Spotlight: AI at Bloomberg

Edgar MeijAMLD EPFL 2020

31:22

Evolution of Representations in the Transformer

Lena VoitaAMLD EPFL 2020

Highlights