Beginning Mathematical Logic: A Study Guide
Peter Smith
Numerical Optimization
Jorge Nocedal & Stephen J. Wright
Springer Series in Operations Research (1)
Information Theory, Inference and Learning Algorithms
David J. C. MacKay
Reading, Writing, and Proving: A Closer Look at Mathematics
Ulrich Daepp & Pamela Gorkin
Information Geometry and Its Applications
Shun-Ichi Amari
Bayesian Data Analysis
Andrew Gelman
Forecasting Economic Time Series
C. W. J. Granger & Paul Newbold & Karl Shell
Pen and Paper Exercises in Machine Learning
Michael U. Gutmann
Probabilistic Graphical Models: Principles and Techniques
Daphne Koller & Nir Friedman
Statistical Rethinking: A Bayesian Course With Examples in R ...
Richard McElreath
Collection of Problems in Probability Theory
L. D. Meshalkin
Machine Learning, Second Edition: A Probabilistic Perspective
Kevin P. Murphy