Clogs's votes on the list Machine Learning for the Pure Mathematician

Listopia > Clogs's votes on the list Machine Learning for the Pure Mathematician (34 Books)

1	A Probabilistic Theory of Pattern Recognition by Luc Devroye 3.92 avg rating — 13 ratings Clogs rated it 5 stars See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
2	Foundations of Machine Learning by Mehryar Mohri 4.21 avg rating — 94 ratings	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
3	Understanding Machine Learning by Shai Shalev-Shwartz 4.20 avg rating — 132 ratings	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
4	High-Dimensional Statistics: A Non-Asymptotic Viewpoint (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 48) by Martin J. Wainwright 4.67 avg rating — 24 ratings Clogs rated it 5 stars See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
5	High-Dimensional Probability: An Introduction with Applications in Data Science by Roman Vershynin 4.68 avg rating — 34 ratings Clogs rated it 5 stars See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
6	Machine Learning: A Bayesian and Optimization Perspective by Sergios Theodoridis 4.24 avg rating — 17 ratings Clogs rated it 5 stars See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
7	Concentration Inequalities: A Nonasymptotic Theory of Independence by Stéphane Boucheron 4.56 avg rating — 18 ratings Clogs rated it 5 stars See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
8	Bandit Algorithms by Tor Lattimore 4.62 avg rating — 16 ratings Clogs rated it 5 stars See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
9	Neuro-Dynamic Programming (Optimization and Neural Computation Series, 3) by Dimitri P. Bertsekas 4.29 avg rating — 21 ratings Clogs rated it 5 stars See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
10	Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond by Bernhard Schölkopf 4.05 avg rating — 40 ratings	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
11	The Nature of Statistical Learning Theory by Vladimir N. Vapnik 4.29 avg rating — 35 ratings	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
12	Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning series) by Carl Edward Rasmussen 4.17 avg rating — 109 ratings	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
13	Dynamic Programming And Optimal Control, Vol. 1 by Dimitri P. Bertsekas 4.36 avg rating — 33 ratings Clogs rated it 5 stars See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
14	Dynamic Programming and Optimal Control by Dimitri P. Bertsekas 3.96 avg rating — 27 ratings Clogs rated it 5 stars See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
15	Dynamic Programming and Optimal Control, Vol. 2 by Dimitri P. Bertsekas 4.19 avg rating — 21 ratings Clogs rated it 5 stars See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
16	Introduction to Stochastic Dynamic Programming by Sheldon M. Ross really liked it 4.00 avg rating — 8 ratings Clogs rated it 4 stars See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
17	A Primer on Reproducing Kernel Hilbert Spaces by Jonathan H. Manton liked it 3.00 avg rating — 2 ratings	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
18	An Introduction to the Theory of Reproducing Kernel Hilbert Spaces (Cambridge Studies in Advanced Mathematics, Series Number 152) by Vern I. Paulsen really liked it 4.00 avg rating — 3 ratings	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
19	Reproducing Kernel Hilbert Spaces in Probability and Statistics by Alain Berlinet really liked it 4.00 avg rating — 3 ratings	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
20	Deep Learning Architectures: A Mathematical Approach (Springer Series in the Data Sciences) by Ovidiu Calin 4.60 avg rating — 5 ratings	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
21	Nonlinear Programming by Dimitri P. Bertsekas 4.43 avg rating — 37 ratings	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
22	Reinforcement Learning: An Introduction by Richard S. Sutton 4.54 avg rating — 816 ratings	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
23	Algorithms for Reinforcement Learning by Csaba Szepesvari 4.04 avg rating — 27 ratings	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
24	From Bandits to Monte-Carlo Tree Search: The Optimistic Principle Applied to Optimization and Planning (Foundations and Trends by Remi Munos 4.50 avg rating — 2 ratings Clogs rated it 5 stars See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
25	Metric Learning: A Survey by Brian Kulis 0.00 avg rating — 0 ratings	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
26	Bayesian Reinforcement Learning: A Survey by Mohammad Ghavamzadeh did not like it 1.00 avg rating — 1 rating	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
27	Foundations of Deep Reinforcement Learning: Theory and Practice in Python (Addison-Wesley Data & Analytics Series) by Laura Graesser 3.68 avg rating — 22 ratings	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
28	All of Nonparametric Statistics by Larry Wasserman 4.13 avg rating — 39 ratings	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
29	Introduction to Nonparametric Estimation (Springer Series in Statistics) by Alexandre B. Tsybakov 4.20 avg rating — 10 ratings	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
30	Convex Optimization by Stephen Boyd 4.48 avg rating — 349 ratings	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
31	Deep Learning by Ian Goodfellow 4.44 avg rating — 2,112 ratings	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
32	Stochastic Simulation: Algorithms and Analysis by Søren Asmussen 3.43 avg rating — 7 ratings	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
33	Simulation by Sheldon M. Ross 4.08 avg rating — 48 ratings	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
34	Foundations of Data Science by Avrim Blum 4.24 avg rating — 25 ratings Clogs rated it 5 stars See Review	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars