Machine learning : a Bayesian and optimization perspective /

Machine learning : from the classics to deep networks, transformers, and diffusion models /
by: Theodoridis, Sergios, 1951-
Published: (2025)

Machine learning under a modern optimization lens /
by: Bertsimas, Dimitris, et al.
Published: (2019)

Bayesian psychometric modeling /
by: Levy, Roy (Statistics professor)
Published: (2016)

Bayesian theory /
by: Bernardo, J. M.
Published: (1994)

Bayesian statistical modelling /
by: Congdon, P.
Published: (2006)

Introduction to Bayesian statistics /
by: Koch, Karl-Rudolf
Published: (2007)

Bayesian statistical inference /
by: Iversen, Gudmund R.
Published: (1984)

Introduction to Bayesian statistics /
by: Bolstad, William M., 1943-
Published: (2017)

Introduction to Bayesian statistics /
by: Bolstad, William M., 1943-
Published: (2007)

Basic and advanced Bayesian structural equation modeling : with applications in the medical and behavioral sciences /
by: Song, Xin-Yuan
Published: (2012)

Bayesian theory and methods with applications /
by: Savchuk, V. P. (Vladimir Pavlovich)
Published: (2011)

Benefits of Bayesian networks models /
by: Weber, Philippe, et al.
Published: (2016)

A student's guide to Bayesian statistics /
by: Lambert, Ben
Published: (2018)

Forecasting international migration in Europe : the Bayesian approach /
by: Bijak, Jakub
Published: (2011)

Bayesian statistics for beginners : a step-by-step approach /
by: Donovan, Therese M. (Therese Marie), et al.
Published: (2019)

The Bayesian choice : from decision-theoretic foundations to computational implementation /
by: Robert, Christian P., 1961-
Published: (2007)

Optimization and machine learning : optimization for machine learning and machine learning for optimization /
Published: (2022)

Applied Bayesian modelling /
by: Congdon, P.
Published: (2003)

Optimized Bayesian dynamic advising : theory and algorithms /
Published: (2006)

Optimized Bayesian dynamic advising : theory and algorithms /
Published: (2006)

Bayesian methods for repeated measures /
by: Broemeling, Lyle D., 1939-
Published: (2016)

Optimal Bayesian classification /
by: Dalton, Lori A., et al.
Published: (2020)

Bayesian networks : a practical guide to applications /
Published: (2008)

Practical Bayesian inference : a primer for physical scientists /
by: Bailer-Jones, Coryn A. L.
Published: (2017)

Contemporary Bayesian and frequentist statistical research methods for natural resource scientists /
by: Stauffer, Howard B., 1941-
Published: (2008)

Optimization for machine learning /
Published: (2012)

Introduction to Bayesian estimation and copula models of dependence /
by: Shemyakin, Arkady
Published: (2017)

Bayesian estimation and tracking : a practical guide /
by: Haug, Anton J., 1941-
Published: (2012)

Bayesian signal processing : classical, modern, and particle filtering methods /
by: Candy, James V.
Published: (2009)

Bayesian decision analysis : principles and practice /
by: Smith, J. Q., 1953-
Published: (2010)

Le choix bayésien : Principes et pratique.
by: Robert, Christian P.
Published: (2006)

Pratique du calcul bayésien /
by: Boreux, Jean-Jacques
Published: (2010)

International migration in Europe : data, models and estimates /
Published: (2008)

Large-scale inference : empirical Bayes methods for estimation, testing, and prediction /
by: Efron, Bradley
Published: (2010)

Financial risk management with Bayesian estimation of GARCH models : theory and applications /
by: Ardia, David
Published: (2008)

Bayesian optimization for materials science /
by: Packwood, Daniel
Published: (2017)