Concept
Axiomes des probabilités
Cours associés (57)
MICRO-513: Signal processing for functional brain imaging
Computational methods for the analysis of human brain imaging data
MATH-425: Spatial statistics
In this course we will focus on stochastic approaches for modelling phenomena taking place in multivariate spaces. Our main focus will be on random field models and on statistical methods for model-ba
MATH-685: Learning Theory of Nonparametric Regression
This course is intended to give a brief overview of how to prove consistency results in nonparametric regression. In particular, we will focus on least-square regression estimators. Some connections t
EE-802: Mathematical guarantees of data-driven control
Students learn about advanced topics in data-driven control theory. Students also learn to present and analyze scientific work.
BIO-623: State of the Art Topics in Neuroscience XII
Surprise, Reward, and Curiosity are drives of human, animal, and robot behavior. The class links theories of reinforcement learning with human behavior beyond standard notions of reward.
COM-503: Performance evaluation
In this course you will learn the methods and techniques that are used to perform a good performance evaluation during a research or development project.
CS-605: Computational and statistical learning theory
Statistical learning theory for supervised learning and generalization in PAC and online models (VC theory, MDL/SRM, covering numbers, Radamacher Averages, boosting, compression, stability and connect