Відео

4 some extensions

video summarizing TMLR paper available at openreview.net/forum?id=xyt4wfdo4J

Recent advances in algorithmic fairness have largely omitted sexual orientation and gender identity. We explore the concerns of the queer community in privacy, censorship, language, online safety, health, and employment to study the positive and negative effects of artificial intelligence on queer communities. These issues highlight a multiplicity of considerations for fairness research, such a...

Inference in Time Series

Numerical Integration

Gaussian Processes - Part 2

Bayesian Optimization

Gaussian Processes - Part 1

Monte Carlo Integration

Normalizing Flows

Introduction to Integration in Machine Learning

Slides and more information: mml-book.github.io/slopes-expectations.html

Slides and more information: mml-book.github.io/slopes-expectations.html

Slides and more information: mml-book.github.io/slopes-expectations.html

04 Monte Carlo Integration

03 Numerical Integration

02 Introduction to Integration

01 Welcome

Bayesian Optimization (backup)

Projections (video 1): Motivation

Inner Products (video 2): Dot Product

Inner products (video 3): Definition

Inner products (video 8): Outro

Introduction to the Course

Statistics (video 7): Outro

Projections (video 5): Example N-dimensional Projections

Outro Course

Inner Products (video 4): Lengths and Distances, Part 1/2

Statistics (video 6): Linear Transformations, Part 2/2