Economics and Probabilistic Machine Learning

Machine Learning: Inference for High-Dimensional Regression

LLM и GPT - как работают большие языковые модели? Визуальное введение в трансформеры

Keynote: Thomas Sargent - Economic Models

Prof. David Blei - Probabilistic Topic Models and User Behavior

4 Hours Chopin for Studying, Concentration & Relaxation

Frequentism and Bayesianism: What's the Big Deal? | SciPy 2014 | Jake VanderPlas

Andrew Ng: Deep Learning, Education, and Real-World AI | Lex Fridman Podcast #73

Measuring Polarization in High-Dimensional Data: Method and Application to Congressional Speech

14. Causal Inference, Part 1

Random Projection Estimation of Discrete-Choice Models with Large Choice Sets

Choosing with Uncertainty: An Extra Slice of the Pie, with Lars Hansen

Spatial Data Science Overview

Double Machine Learning for Causal and Treatment Effects

Estimating Global Bank Network Connectedness

Какой творог полезен перед сном, а от какого совсем нет толка?

How Will Machine Learning Impact Economics? (Guido Imbens, Josh Angrist, Isaiah Andrews)

Но что такое нейронная сеть? | Глава 1. Глубокое обучение

Susan Athey: Machine Learning and Causal Inference for Personalization

Graphical Models 1 - Christopher Bishop - MLSS 2013 Tübingen

Algorithmic Trading and Machine Learning