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CORR
2006
Springer
87views Education» more  CORR 2006»
13 years 5 months ago
Capacity of a Class of Deterministic Relay Channels
Abstract-- The capacity of a class of deterministic relay channels with the transmitter input X, the receiver output Y , the relay output Y1 = f(X, Y ), and a separate communicatio...
Thomas M. Cover, Young-Han Kim
ALT
2007
Springer
14 years 2 months ago
Learning Kernel Perceptrons on Noisy Data Using Random Projections
In this paper, we address the issue of learning nonlinearly separable concepts with a kernel classifier in the situation where the data at hand are altered by a uniform classific...
Guillaume Stempfel, Liva Ralaivola
COCO
2009
Springer
155views Algorithms» more  COCO 2009»
13 years 12 months ago
Weak Derandomization of Weak Algorithms: Explicit Versions of Yao's Lemma
—A simple averaging argument shows that given a randomized algorithm A and a function f such that for every input x, Pr[A(x) = f(x)] ≥ 1−ρ (where the probability is over the...
Ronen Shaltiel
ICDCS
2010
IEEE
13 years 9 months ago
Practical Robust Communication in DHTs Tolerating a Byzantine Adversary
—There are several analytical results on distributed hash tables (DHTs) that can tolerate Byzantine faults. Unfortunately, in such systems, operations such as data retrieval and ...
Maxwell Young, Aniket Kate, Ian Goldberg, Martin K...
APPROX
2011
Springer
234views Algorithms» more  APPROX 2011»
12 years 5 months ago
Streaming Algorithms with One-Sided Estimation
Abstract. We study the space complexity of randomized streaming algorithms that provide one-sided approximation guarantees; e.g., the algorithm always returns an overestimate of th...
Joshua Brody, David P. Woodruff