Search for tag: "machine learning"

We are the Aerosol-Cloud Interactions Cluster!

A short film about the EC/ESA aerosol-cloud interactions (ACI) cluster workshop at EPFL (13–14 November, 2025) that brought together projects CleanCloud ACI and CERTAINTY-ACI from the European…

From  Athanasios Nenes 0 likes 55 plays 0  

EC/ESA ACI Cluster Workshop (Lausanne, 13-14 November, 2025)

EC/ESA aerosol-cloud cluster workshop at EPFL (13–14 November, 2025) that brought together projects CleanCloud ACI and CERTAINTY-ACI from the European Commission, and AirSENSE, SATACHI from the…

From  Athanasios Nenes 0 likes 21 plays 0  

CS-433 Machine learning | Week 13 Part 2

Generative Models: GANs and Diffusion Models

From  Martin Jaggi 0 likes 634 plays 0  

CS-433 Machine learning | Week 13 Part 1

LLMs and Self-Supervised Learning

From  Martin Jaggi 0 likes 656 plays 0  

CS-433 Machine learning | Week 12 Part 2

Large Language Models

From  Martin Jaggi 0 likes 652 plays 0  

CS-433 Machine learning | Week 12 Part 1

Text Representation Learning

From  Martin Jaggi 0 likes 777 plays 0  

Potential future(s) for climate modeling and computational sciences: learning from the AI revolution.

Seminar 09 (November 27, 2024) of the CleanCloud series. Speaker is Prof. Pierre Gentine (Columbia University in US). Abstract: AI has been revolutionizing many areas of science from protein…

From  Holopainen Tatu Eemeli 0 likes 41 plays 0  

CS-433 Machine learning | Week 11 Part 2

Matrix Factorizations and Recommender Systems

From  Martin Jaggi 0 likes 789 plays 0  

CS-433 Machine learning | Week 11 Part 1

EM Algorithm

From  Nicolas Flammarion 0 likes 707 plays 0  

Environmental Engineering/CleanCloud Special Seminar - Donifan Barahona (21.11.2024)

Environmental Engineering/CleanCloud Special Seminar - November 21, 2024. Speakers: Dr. Donifan Barahona, NASA Goddard Space Flight Center, USA Title: Improving AI-Driven Subgrid Parameterizations…

From  Athanasios Nenes 1 likes 20 plays 0  

CS-433 Machine learning | Week 10 Part 2

Unsupervised Learning, K-Means and GMM

From  Nicolas Flammarion 0 likes 633 plays 0  

CS-433 Machine learning | Week 10 Part 1

Ethics and Fairness in ML

From  Nicolas Flammarion 1 likes 607 plays 0  

CS-433 Machine learning | Week 9 Part 2

Adversarial Machine Learning

From  Nicolas Flammarion 0 likes 709 plays 0  

CS-433 Machine learning | Week 9 Part 1

Transformers

From  Nicolas Flammarion 0 likes 724 plays 0  

CS-433 Machine learning | Week 8 Part 2

Neural Networks: Convolutional Nets, Regularization, Data augmentation, Dropout

From  Nicolas Flammarion 1 likes 675 plays 0  

CS-433 Machine learning | Week 8 Part 1

Neural Networks, Training, SGD and Backpropagation

From  Nicolas Flammarion 0 likes 678 plays 0