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CORR
2011
Springer
261views Education» more  CORR 2011»
15 years 1 months ago
Convex and Network Flow Optimization for Structured Sparsity
We consider a class of learning problems regularized by a structured sparsity-inducing norm defined as the sum of 2- or ∞-norms over groups of variables. Whereas much effort ha...
Julien Mairal, Rodolphe Jenatton, Guillaume Obozin...
IJRR
2011
126views more  IJRR 2011»
15 years 1 months ago
Optimization and learning for rough terrain legged locomotion
We present a novel approach to legged locomotion over rough terrain that is thoroughly rooted in optimization. This approach relies on a hierarchy of fast, anytime algorithms to p...
Matthew Zucker, Nathan D. Ratliff, Martin Stolle, ...
187
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SIGMOD
2002
ACM
134views Database» more  SIGMOD 2002»
16 years 6 months ago
Wavelet synopses with error guarantees
Recent work has demonstrated the effectiveness of the wavelet decomposition in reducing large amounts of data to compact sets of wavelet coefficients (termed "wavelet synopse...
Minos N. Garofalakis, Phillip B. Gibbons
TIC
2000
Springer
137views System Software» more  TIC 2000»
15 years 10 months ago
Scalable Certification for Typed Assembly Language
Abstract. A type-based certifying compiler maps source code to machine code and target-level type annotations. The target-level annotations make it possible to prove easily that th...
Dan Grossman, J. Gregory Morrisett
FAST
2008
15 years 9 months ago
Avoiding the Disk Bottleneck in the Data Domain Deduplication File System
Disk-based deduplication storage has emerged as the new-generation storage system for enterprise data protection to replace tape libraries. Deduplication removes redundant data se...
Benjamin Zhu, Kai Li, R. Hugo Patterson