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Words: 844
Articles: 33
Table of contents
844
33
Bounded differences inequality
Statistical learning theory
25
Uniform stability of a learning algorithm
Statistical learning theory
27
Hypothesis class
Statistical learning theory
40
1
Sign function
Hypothesis class
19
Empirical risk minimization
Statistical learning theory
32
1
Squared-loss empirical risk for linear prediction
Empirical risk minimization
17
Regression tree
Statistical learning theory
91
1
Conditional variance of a fixed regression-tree partition
Regression tree
39
Shattering coefficient
Statistical learning theory
180
7
Shattering coefficient of a union
Shattering coefficient
30
VC dimension
Shattering coefficient
142
5
Sauer-Shelah lemma
VC dimension
26
1
Sauer-Shelah growth bound
Sauer-Shelah lemma
19
VC dimension bound for lower orthants
VC dimension
42
VC dimension of interval indicators
VC dimension
31
VC dimension of intervals and their complements
VC dimension
24
VC dimension of a vector space
Statistical learning theory
125
3
VC dimension upper bound for Euclidean balls
VC dimension of a vector space
33
Quadratic feature map
VC dimension of a vector space
17
Growth bound for homogeneous linear classifiers
VC dimension of a vector space
23
Growth bound for signs of m-term linear combinations
Statistical learning theory
72
1
Growth bound for a single-hidden-layer sign network
Growth bound for signs of m-term linear combinations
33
AdaBoost
Statistical learning theory
63
1
Exponential classification risk
AdaBoost
26
Rademacher complexity
Statistical learning theory
177
7
Massart finite-class lemma
Rademacher complexity
20
Rademacher bound for bounded weighted indicators
Rademacher complexity
39
Rademacher complexity of a convex hull
Rademacher complexity
24
Rademacher contraction lemma
Rademacher complexity
20
Frobenius norm Rademacher calculation
Rademacher complexity
13
Rademacher complexity of quadratic forms
Rademacher complexity
21
Expected excess-risk bound for empirical risk minimization
Rademacher complexity
23
Hinge loss
Statistical learning theory
12
Ancestors
(4)
Foundations of mathematics
Area of mathematics
Mathematics
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