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CORR
2011
Springer
168views Education» more  CORR 2011»
14 years 8 months ago
Optimal Column-Based Low-Rank Matrix Reconstruction
We prove that for any real-valued matrix X ∈ Rm×n , and positive integers r k, there is a subset of r columns of X such that projecting X onto their span gives a r+1 r−k+1 -a...
Venkatesan Guruswami, Ali Kemal Sinop
113
Voted
ICML
2010
IEEE
15 years 2 months ago
Efficient Selection of Multiple Bandit Arms: Theory and Practice
We consider the general, widely applicable problem of selecting from n real-valued random variables a subset of size m of those with the highest means, based on as few samples as ...
Shivaram Kalyanakrishnan, Peter Stone
116
Voted
COMBINATORICS
2004
69views more  COMBINATORICS 2004»
15 years 1 months ago
Convergence in Distribution for Subset Counts Between Random Sets
Erdos posed the problem of how many random subsets need to be chosen from a set of n elements, each element appearing in each subset with probability p = 1/2, in order that at lea...
Dudley Stark
JCT
2002
56views more  JCT 2002»
15 years 1 months ago
The Width of Random Subsets of Boolean Lattices
Suppose we toss an independent coin with probability of success p for each subset of [n] = {1, . . . , n}, and form the random hypergraph P(n, p) by taking as hyperedges the subse...
Yoshiharu Kohayakawa, Bernd Kreuter
USITS
2003
15 years 3 months ago
Using Random Subsets to Build Scalable Network Services
In this paper, we argue that a broad range of large-scale network services would benefit from a scalable mechanism for delivering state about a random subset of global participan...
Dejan Kostic, Adolfo Rodriguez, Jeannie R. Albrech...