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ML
2007
ACM
131views Machine Learning» more  ML 2007»
15 years 6 months ago
A primal-dual perspective of online learning algorithms
We describe a novel framework for the design and analysis of online learning algorithms based on the notion of duality in constrained optimization. We cast a sub-family of universa...
Shai Shalev-Shwartz, Yoram Singer
ACL
2009
15 years 4 months ago
A Metric-based Framework for Automatic Taxonomy Induction
This paper presents a novel metric-based framework for the task of automatic taxonomy induction. The framework incrementally clusters terms based on ontology metric, a score indic...
Hui Yang, Jamie Callan
FAST
2009
15 years 4 months ago
Cumulus: Filesystem Backup to the Cloud
In this paper we describe Cumulus, a system for efficiently implementing filesystem backups over the Internet. Cumulus is specifically designed under a thin cloud assumption--that...
Michael Vrable, Stefan Savage, Geoffrey M. Voelker
ICIP
2009
IEEE
15 years 4 months ago
Reconfigurable video coding: Objectives and technologies
The main objective of the MPEG Reconfigurable Video Coding (RVC) standard is to establish a framework for a more flexible usage of standard video coding technology. The framework ...
Christophe Lucarz, Ihab Amer, Marco Mattavelli
ICCD
2007
IEEE
140views Hardware» more  ICCD 2007»
15 years 10 months ago
Continual hashing for efficient fine-grain state inconsistency detection
Transaction-level modeling (TLM) allows a designer to save functional verification effort during the modular refinement of an SoC by reusing the prior implementation of a module a...
Jae W. Lee, Myron King, Krste Asanovic