Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

(4) (20 points) In this problem, we want to show that properly PAC-learning monotone k-sparse disjunctions is NP-hard, by reducing from Set Cover. To this

image text in transcribed
(4) (20 points) In this problem, we want to show that properly PAC-learning monotone k-sparse disjunctions is NP-hard, by reducing from Set Cover. To this end, give a polynomial-time reduction from Set Cover to the following problem: Sparse Monotone Disjunction Input: labelled samples (x1,y1),,(xm,ym) where xi{0,1}r and yi{0,1} Goal: Find sparsest monotone disjunction h consistent with all labels, i.e. h(xi)=yi for 1im Sparsest means h involves as few literals as possible

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image

Step: 3

blur-text-image

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

Database Processing

Authors: David M. Kroenke

12th Edition International Edition

1292023422, 978-1292023427

More Books

Students also viewed these Databases questions