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CORR
2011
Springer
178views Education» more  CORR 2011»
13 years 2 months ago
Online Learning: Stochastic and Constrained Adversaries
Learning theory has largely focused on two main learning scenarios. The first is the classical statistical setting where instances are drawn i.i.d. from a fixed distribution and...
Alexander Rakhlin, Karthik Sridharan, Ambuj Tewari
PDPTA
2000
14 years 1 days ago
Fast Communication Mechanisms in Coarse-grained Dynamically Reconfigurable Array Architectures
The paper focuses on coarse-grained dynamically reconfigurable array architectures promising performance and flexibility for different challenging application areas, e. g. future ...
Jürgen Becker, Manfred Glesner, Ahmad Alsolai...
ICML
2004
IEEE
14 years 11 months ago
A needle in a haystack: local one-class optimization
This paper addresses the problem of finding a small and coherent subset of points in a given data. This problem, sometimes referred to as one-class or set covering, requires to fi...
Koby Crammer, Gal Chechik
SMA
2008
ACM
172views Solid Modeling» more  SMA 2008»
13 years 10 months ago
Guarding curvilinear art galleries with edge or mobile guards
In this paper we consider the problem of monitoring an art gallery modeled as a polygon, the edges of which are arcs of curves. We consider two types of guards: edge guards (these...
Menelaos I. Karavelas
ICML
2007
IEEE
14 years 11 months ago
Online kernel PCA with entropic matrix updates
A number of updates for density matrices have been developed recently that are motivated by relative entropy minimization problems. The updates involve a softmin calculation based...
Dima Kuzmin, Manfred K. Warmuth