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Trinh Quoc Anh
's votes on the list
Sridhar Mahadevan's 20 math books for Machine Learning
(21 Books)
1
Introduction to Linear Algebra
by
Gilbert Strang
4.25 avg rating — 697 ratings
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2
In All Likelihood: Statistical Modelling and Inference Using Likelihood
by
Yudi Pawitan
4.29 avg rating — 28 ratings
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3
Convex Optimization
by
Stephen Boyd
4.48 avg rating — 354 ratings
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Optimization by Vector Space Methods
by
David G. Luenberger
4.53 avg rating — 38 ratings
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5
Causal Inference in Statistics: A Primer
by
Judea Pearl
4.10 avg rating — 254 ratings
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6
Group Representations in Probability and Statistics (Lecture Notes Vol 11)
by
Persi Diaconis
4.75 avg rating — 4 ratings
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7
Linear Statistical Inference and its Applications (Wiley Series in Probability and Statistics)
by
C. Radhakrishna Rao
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4.00 avg rating — 7 ratings
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8
Convex Analysis
by
R. Tyrrell Rockafellar
4.44 avg rating — 27 ratings
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9
The Symmetric Group: Representations, Combinatorial Algorithms, and Symmetric Functions (Graduate Texts in Mathematics, Vol. 203)
by
Bruce E. Sagan
4.38 avg rating — 16 ratings
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10
Introduction to Applied Mathematics
by
Gilbert Strang
4.04 avg rating — 56 ratings
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11
Analysis of Incomplete Multivariate Data (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)
by
J.L. Schafer
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4.00 avg rating — 8 ratings
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12
Neuro-Dynamic Programming (Optimization and Neural Computation Series, 3)
by
Dimitri P. Bertsekas
4.29 avg rating — 21 ratings
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13
Best Approximation in Inner Product Spaces (CMS Books in Mathematics)
by
Frank Deutsch
0.00 avg rating — 0 ratings
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14
Algebra (Graduate Texts in Mathematics, 211)
by
Serge Lang
4.10 avg rating — 214 ratings
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15
Introduction to Topological Manifolds
by
John M. Lee
4.52 avg rating — 69 ratings
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16
Introduction to Smooth Manifolds
by
John M. Lee
4.45 avg rating — 150 ratings
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17
Riemannian Manifolds: An Introduction to Curvature
by
John M. Lee
4.30 avg rating — 53 ratings
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18
Naive Set Theory
by
Paul R. Halmos
4.23 avg rating — 628 ratings
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19
Measure Theory (Graduate Texts in Mathematics, 18)
by
Paul R. Halmos
4.17 avg rating — 46 ratings
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20
Probability Theory: Independence, Interchangeability, Martingales
by
Yuan S. Chow
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4.00 avg rating — 1 rating
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21
The Topology of Fibre Bundles. (PMS-14)
by
Norman Earl Steenrod
4.60 avg rating — 5 ratings
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