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[کتاب][B] Adversarial machine learning
Y Vorobeychik, M Kantarcioglu - 2018 - books.google.com
This is a technical overview of the field of adversarial machine learning which has emerged
to study vulnerabilities of machine learning approaches in adversarial settings and to …
to study vulnerabilities of machine learning approaches in adversarial settings and to …
[کتاب][B] Set functions, games and capacities in decision making
M Grabisch - 2016 - Springer
Set functions are map**s that assign to subsets of a universal set a real number and
appear in many fields of mathematics (pure and applied) and computer sciences …
appear in many fields of mathematics (pure and applied) and computer sciences …
[کتاب][B] Boolean functions: Theory, algorithms, and applications
Y Crama, PL Hammer - 2011 - books.google.com
Written by prominent experts in the field, this monograph provides the first comprehensive,
unified presentation of the structural, algorithmic and applied aspects of the theory of …
unified presentation of the structural, algorithmic and applied aspects of the theory of …
Simple and practical algorithm for sparse Fourier transform
We consider the sparse Fourier transform problem: given a complex vector x of length n, and
a parameter k, estimate the k largest (in magnitude) coefficients of the Fourier transform of x …
a parameter k, estimate the k largest (in magnitude) coefficients of the Fourier transform of x …
Nearly optimal sparse Fourier transform
We consider the problem of computing the k-sparse approximation to the discrete Fourier
transform of an n-dimensional signal. We show: An O (k log n)-time randomized algorithm for …
transform of an n-dimensional signal. We show: An O (k log n)-time randomized algorithm for …
A survey of quantum property testing
The area of property testing tries to design algorithms that can efficiently handle very large
amounts of data: given a large object that either has a certain property or is somehow" far" …
amounts of data: given a large object that either has a certain property or is somehow" far" …
Sparse interaction additive networks via feature interaction detection and sparse selection
There is currently a large gap in performance between the statistically rigorous methods like
linear regression or additive splines and the powerful deep methods using neural networks …
linear regression or additive splines and the powerful deep methods using neural networks …
Property testing lower bounds via communication complexity
We develop a new technique for proving lower bounds in property testing, by showing a
strong connection between testing and communication complexity. We give a simple …
strong connection between testing and communication complexity. We give a simple …
[PDF][PDF] A brief introduction to Fourier analysis on the Boolean cube
A Brief Introduction to Fourier Analysis on the Boolean Cube Page 1 Theory OF Computing
Library Graduate Surveys, TCGS 1 (2008), pp. 1–20 http://theoryofcomputing.org A Brief …
Library Graduate Surveys, TCGS 1 (2008), pp. 1–20 http://theoryofcomputing.org A Brief …
Some applications of hypercontractive inequalities in quantum information theory
Hypercontractive inequalities have become important tools in theoretical computer science
and have recently found applications in quantum computation. In this note we discuss how …
and have recently found applications in quantum computation. In this note we discuss how …