1

Online Learning versus Offline Learning

Year:
1997
Language:
english
File:
PDF, 369 KB
english, 1997
2

Understanding Machine Learning (From Theory to Algorithms) || Neural Networks

Year:
2014
Language:
english
File:
PDF, 358 KB
english, 2014
5

Learnability can be undecidable

Year:
2019
Language:
english
File:
PDF, 1.59 MB
english, 2019
6

Understanding Machine Learning (From Theory to Algorithms) || Decision Trees

Year:
2014
Language:
english
File:
PDF, 179 KB
english, 2014
7

A modal logic for subjective default reasoning

Year:
2000
Language:
english
File:
PDF, 168 KB
english, 2000
8

On Shelah’s compactness of cardinals

Year:
1978
Language:
english
File:
PDF, 1.07 MB
english, 1978
9

Souslin trees and successors of singular cardinals

Year:
1986
Language:
english
File:
PDF, 878 KB
english, 1986
10

A notion of task relatedness yielding provable multiple-task learning guarantees

Year:
2008
Language:
english
File:
PDF, 441 KB
english, 2008
11

Localization vs. Identification of Semi-Algebraic Sets

Year:
1998
Language:
english
File:
PDF, 215 KB
english, 1998
12

Understanding Machine Learning (From Theory to Algorithms) || Nonuniform Learnability

Year:
2014
Language:
english
File:
PDF, 234 KB
english, 2014
13

On the theory of average case complexity

Year:
1992
Language:
english
File:
PDF, 1.84 MB
english, 1992
14

Self-Directed Learning and Its Relation to the VC-Dimension and to Teacher-Directed Learning

Year:
1998
Language:
english
File:
PDF, 113 KB
english, 1998
15

Understanding Machine Learning (From Theory to Algorithms) || Generative Models

Year:
2014
Language:
english
File:
PDF, 183 KB
english, 2014
16

Understanding Machine Learning (From Theory to Algorithms) || Preface

Year:
2014
Language:
english
File:
PDF, 47 KB
english, 2014
18

10.1090/s0002-9939-96-03327-8

Year:
1996
Language:
english
File:
PDF, 356 KB
english, 1996
19

Learning Changing Concepts by Exploiting the Structure of Change

Year:
2000
Language:
english
File:
PDF, 113 KB
english, 2000
20

The weak □* is really weaker than the full □

Year:
1986
Language:
english
File:
PDF, 149 KB
english, 1986
22

Understanding Machine Learning (From Theory to Algorithms) || Support Vector Machines

Year:
2014
Language:
english
File:
PDF, 229 KB
english, 2014
23

Understanding Machine Learning (From Theory to Algorithms) || Nearest Neighbor

Year:
2014
Language:
english
File:
PDF, 212 KB
english, 2014
26

Hardness results for neural network approximation problems

Year:
2002
Language:
english
File:
PDF, 134 KB
english, 2002
34

VC-Dimension Analysis of Object Recognition Tasks

Year:
1999
Language:
english
File:
PDF, 267 KB
english, 1999
36

On shelah’s compactness of cardinals

Year:
1978
File:
PDF, 25 KB
1978
38

Non-special Aronszajn trees on ℵω+1

Year:
1986
Language:
english
File:
PDF, 169 KB
english, 1986
42

On the difficulty of approximately maximizing agreements

Year:
2003
Language:
english
File:
PDF, 211 KB
english, 2003
43

Domain adaptation–can quantity compensate for quality?

Year:
2014
Language:
english
File:
PDF, 388 KB
english, 2014
44

Understanding Machine Learning (From Theory to Algorithms) || Rademacher Complexities

Year:
2014
Language:
english
File:
PDF, 171 KB
english, 2014