


Image Registration
This lecture overviews 2D Image Registration that has many applications in photography, computer vision, and medical imaging.



Introduction to 2D Computer Vision
This lecture overviews digital images and 2D Computer Vision (image analysis).



Computational Cinematography
This lecture overviews Computational Cinematography that has many applications in filming, notably in drone cinematography.


Socially Informed ML Practices
A series of three posts on “Is data fixable? On the need of socially-informed practices in ML research and education”.



Introduction to Tropical Geometry and its Applications to Machine Learning
Tropical geometry is a relatively recent field in mathematics and computer science combining elements of algebraic geometry and polyhedral geometry.



Symbolic, Statistical, and Causal Representations
In machine learning, we use data to automatically find dependencies in the world, with the goal of predicting future observations.