Applied Machine Learning Days

26:43

Generative Models and Symmetries

Danilo Jimenez RezendeAMLD EPFL 2020

14:20

Data-driven trajectory management at airports

Michael SchultzAMLD EPFL 2020

17:31

“Catching Signals”: Augment predictive Revenue Management models with contextual data

Tabea Hasler, George BrovaAMLD EPFL 2020

16:15

Machine Learning for Aviation Safety at NASA

Nikunj OzaAMLD EPFL 2020

16:42

Improving air traffic control capacity planning with ML solutions

Seddik Belkoura, Ramon DalmauAMLD EPFL 2020

22:00

Machine Learning in Physics and Beyond: experience at CERN openlab

Sofia VallecorsaAMLD EPFL 2020

14:18

Aircraft Atypical Approach Detection using Functional Principal Component Analysis

Daniel DelahayeAMLD EPFL 2020

13:26

POSMO – Mobility Tracking with Machine Learning

Roger Fischer, Valery FischerAMLD EPFL 2020

15:19

Graph neural networks and reinforcement learning in traffic optimization in cities

Kamil KaczmarekAMLD EPFL 2020

19:57

Build internal stakeholders’ trust in AI based solutions

Nataliya CaponAMLD EPFL 2020

21:20

The fabulous endeavor: Make AIs robustly beneficial

Lê Nguyên HoangAMLD EPFL 2020

33:08

Panel discussion

Maurizio Pierini, Lenka Zdeborová, Danilo Jimenez Rezende, Shirley Ho, Gilles LouppeAMLD EPFL 2020

10:28

Predicting the Solar Potential of Rooftops using Image Segmentation and Structured Data

Daniel de Barros SoaresAMLD EPFL 2020

16:11

Modelling clusters from ground up: a web data approach

Emmanouil TranosAMLD EPFL 2020

12:02

Data and Cities: Experiences in Chicago and Roadmap to the Future

Nick LuciusAMLD EPFL 2020

12:41

Automatic identification of eyewitness messages on Twitter during disasters

Kiran ZahraAMLD EPFL 2020

20:57

Trends of Machine Learning in Zanzibar, Tanzania subsequently Zanzibar Mapping Initiative

Yussuf Said YussufAMLD EPFL 2020

20:58

Deep Learning for feature extraction from point clouds

Dmitry KudinovAMLD EPFL 2020

14:20

Building Modeling Optimization using Machine Learning

Camille LechotAMLD EPFL 2020

25:15

A direct approach to detection and attribution of climate change

Eniko SzékelyAMLD EPFL 2020

41:51

Panel Discussion

Felix Creutzig, Buffy Price, Olivier Corradi, Liam F. Beiser-McGrath, Eniko Székely, Kristina OrehounigAMLD EPFL 2020

9:43

Roof Age Determination for the Automated Site-Selection of Rooftop Solar

Chris HeinrichAMLD EPFL 2020

11:47

Introducing Climate Change AI, the conference track, and overview of posters

Lynn Kaack, Nikola Milojevic-DupontAMLD EPFL 2020

11:56

Machine learning for systematically mapping the climate change literature

Max CallaghanAMLD EPFL 2020

Highlights