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» Influences of monotone Boolean functions
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COLT
1999
Springer
13 years 12 months ago
On PAC Learning Using Winnow, Perceptron, and a Perceptron-like Algorithm
In this paper we analyze the PAC learning abilities of several simple iterative algorithms for learning linear threshold functions, obtaining both positive and negative results. W...
Rocco A. Servedio
STOC
2005
ACM
138views Algorithms» more  STOC 2005»
14 years 1 months ago
A new strategy for querying priced information
This paper focuses on competitive function evaluation in the context of computing with priced information. A function f is given together with a cost cx for each variable x of f. ...
Ferdinando Cicalese, Eduardo Sany Laber
DSD
2004
IEEE
126views Hardware» more  DSD 2004»
13 years 11 months ago
Boolean Minimizer FC-Min: Coverage Finding Process
This paper describes principles of a novel two-level multi-output Boolean minimizer FC-Min, namely its Find Coverage phase. The problem of Boolean minimization is approached in a ...
Petr Fiser, Hana Kubatova
ICDE
2010
IEEE
202views Database» more  ICDE 2010»
14 years 7 months ago
Ranked Queries over Sources with Boolean Query Interfaces without Ranking Support
Many online or local data sources provide powerful querying mechanisms but limited ranking capabilities. For instance, PubMed allows users to submit highly expressive Boolean keywo...
Panagiotis G. Ipeirotis, Vagelis Hristidis, Yuheng...
ICCAD
2001
IEEE
192views Hardware» more  ICCAD 2001»
14 years 4 months ago
BOOM - A Heuristic Boolean Minimizer
We present a two-level Boolean minimization tool (BOOM) based on a new implicant generation paradigm. In contrast to all previous minimization methods, where the implicants are ge...
Jan Hlavicka, Petr Fiser