AutonoML: Towards an Integrated Framework for Autonomous Machine Learning (Foundations and Trends® in Machine Learning)

Trustworthy Machine Learning: From Data to Models (Foundations and Trends® in Artificial Intelligence)

Causal Machine Learning: A Survey and Open Problems (Foundations and Trends® in Artificial Intelligence)

An Invitation to Deep Reinforcement Learning (Foundations and Trends® in Artificial Intelligence)

Multi-agent Online Optimization (Foundations and Trends® in Artificial Intelligence)

Demystifying Variational Diffusion Models (Foundations and Trends® in Artificial Intelligence)

An Introduction to Deep Survival Analysis Models for Predicting Time-to-Event Outcomes (Foundations and Trends® in Artificial Intelligence)

Gradient-Based Algorithms for Zeroth-Order Optimization (Foundations and Trends® in Artificial Intelligence)

Tutorial on Diffusion Models for Imaging and Vision (Foundations and Trends® in Artificial Intelligence)

Safety and Trust in Artificial Intelligence with Abstract Interpretation (Foundations and Trends® in Computer Science)

The Technological Emergence of AutoML: A Survey of Performant Software and Applications in the Context of Industry (Foundations and Trends® in Information Systems)

Natural Language Interfaces to Data (Foundations and Trends® in Databases)

Search as Learning (Foundations and Trends® in Computer Science)

The Roles and Modes of Human Interactions with Automated Machine Learning Systems: A Critical Review and Perspectives (Foundations and Trends® in Human-Computer Interaction)

Recommender Systems Meet Large Language Model Agents: A Survey (Foundations and Trends® in Computer Science)

Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems (Foundations and Trends® in Artificial Intelligence)

Machine Learning Engineering Mastery: From Mathematical Foundations to Production-Grade AI Systems with MLOps, Deep Learning & Modern AI Tools

Estimation Contracts for Outlier-Robust Geometric Perception (Foundations and Trends® in Robotics)

Integer Programming Games (Foundations and Trends® in Artificial Intelligence)

Machine Learning

Understanding and Mitigating Gender Bias in Information Retrieval Systems (Foundations and Trends® in Computer Science)

Causal Fairness Analysis: A Causal Toolkit for Fair Machine Learning (Foundations and Trends® in Machine Learning)

User-friendly Introduction to PAC-Bayes Bounds (Foundations and Trends® in Machine Learning)

Mastering Machine Learning and Deep Learning - Wiley-Scrivener

Wiley

Wireless for Machine Learning: A Survey (Foundations and Trends® in Signal Processing)