Applied Machine Learning Days

11:04

Predicting Rare Events in Climate Science

Soon Hoe LimAMLD EPFL 2020

25:25

Leveraging ML for sustainable urbanization

Felix CreutzigAMLD EPFL 2020

11:09

Scaling Natural Climate Solutions with Machine Learning

David DaoAMLD EPFL 2020

25:56

Understanding the Politics of Climate Change with AI and Machine Learning

Liam F. Beiser-McGrathAMLD EPFL 2020

9:31

Monitoring the built environment for urban resilience planning

Nicholas JonesAMLD EPFL 2020

25:07

Data Science for Resilient and Healthier Urban Networks.

Marta GonzalezAMLD EPFL 2020

23:30

Tracking the Connections Between Public Health and Climate Change

Slava JankinAMLD EPFL 2020

24:37

The role of buildings to mitigate climate change

Emmanouil Thrampoulidis, Kristina OrehounigAMLD EPFL 2020

10:03

Monitoring Climate Change at the Edge of the Cloud

Matthias MeyerAMLD EPFL 2020

8:50

Quantifying the Carbon Footprint of Mobility from Telcom Data

Mohamed KafsiAMLD EPFL 2020

23:13

AI and Education: The need for a system change

Mutlu CukurovaAMLD EPFL 2020

16:28

Enhancing human learning via spaced repetition optimization

Manuel Gomez RodriguezAMLD EPFL 2020

10:22

Rethinking Education with AI and VR

Florian KrausbeckAMLD EPFL 2020

15:20

Applying machine learning to personalize human learning

Oscar TäckströmAMLD EPFL 2020

16:30

Growing up with AI

Stefania DrugaAMLD EPFL 2020

15:06

Modeling learning in online environments

Tanja KäserAMLD EPFL 2020

24:00

Intelligent Learning Environments

Manolis MavrikisAMLD EPFL 2020

13:25

Individualized learning paths

Benoit PralyAMLD 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

Highlights