FTML 2024

6 papers

A Friendly Tutorial on Mean-Field Spin Glass Techniques for Non-Physicists Andrea Montanari, Subhabrata Sen

An Introduction to Deep Survival Analysis Models for Predicting Time-to-Event Outcomes George H. Chen

Automated Deep Learning: Neural Architecture Search Is Not the End Xuanyi Dong, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys

AutonoML: Towards an Integrated Framework for Autonomous Machine Learning David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys

Causal Fairness Analysis: A Causal Toolkit for Fair Machine Learning Drago Plecko, Elias Bareinboim

User-Friendly Introduction to PAC-Bayes Bounds Pierre Alquier