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COLT
2004
Springer
15 years 11 months ago
Regret Bounds for Hierarchical Classification with Linear-Threshold Functions
We study the problem of classifying data in a given taxonomy when classifications associated with multiple and/or partial paths are allowed. We introduce an incremental algorithm u...
Nicolò Cesa-Bianchi, Alex Conconi, Claudio ...
STACS
2000
Springer
15 years 11 months ago
Average-Case Quantum Query Complexity
Abstract. We compare classical and quantum query complexities of total Boolean functions. It is known that for worst-case complexity, the gap between quantum and classical can be a...
Andris Ambainis, Ronald de Wolf
194
Voted
STOC
1995
ACM
108views Algorithms» more  STOC 1995»
15 years 11 months ago
A parallel repetition theorem
We show that a parallel repetition of any two-prover one-round proof system (MIP(2, 1)) decreases the probability of error at an exponential rate. No constructive bound was previou...
Ran Raz
CBMS
2005
IEEE
15 years 9 months ago
Biclustering of Expression Data Using Simulated Annealing
In gene expression data a bicluster is a subset of genes and a subset of conditions which show correlating levels of expression. However, the problem of finding significant biclu...
Kenneth Bryan, Padraig Cunningham, Nadia Bolshakov...
231
Voted
SODA
2008
ACM
110views Algorithms» more  SODA 2008»
15 years 9 months ago
Fast asynchronous byzantine agreement and leader election with full information
We resolve two long-standing open problems in distributed computation by describing polylogarithmic protocols for Byzantine agreement and leader election in the asynchronous full ...
Bruce M. Kapron, David Kempe, Valerie King, Jared ...