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JMLR
2012
12 years 13 days ago
Krylov Subspace Descent for Deep Learning
In this paper, we propose a second order optimization method to learn models where both the dimensionality of the parameter space and the number of training samples is high. In ou...
Oriol Vinyals, Daniel Povey
WWW
2006
ACM
14 years 10 months ago
Proposal of integrated search engine of web and TV contents
A search engine that can handle TV programs and Web content in an integrated way is proposed. Conventional search engines have been able to handle Web content and/or data stored i...
Hisashi Miyamori, Mitsuru Minakuchi, Zoran Stejic,...
ICDE
2010
IEEE
408views Database» more  ICDE 2010»
14 years 4 months ago
Hive - a petabyte scale data warehouse using Hadoop
— The size of data sets being collected and analyzed in the industry for business intelligence is growing rapidly, making traditional warehousing solutions prohibitively expensiv...
Ashish Thusoo, Joydeep Sen Sarma, Namit Jain, Zhen...
ASPLOS
2006
ACM
14 years 4 months ago
Understanding prediction-based partial redundant threading for low-overhead, high- coverage fault tolerance
Redundant threading architectures duplicate all instructions to detect and possibly recover from transient faults. Several lighter weight Partial Redundant Threading (PRT) archite...
Vimal K. Reddy, Eric Rotenberg, Sailashri Parthasa...
ICALP
2000
Springer
14 years 1 months ago
Scalable Secure Storage when Half the System Is Faulty
In this paper, we provide a method to safely store a document in perhaps the most challenging settings, a highly decentralized replicated storage system where up to half of the st...
Noga Alon, Haim Kaplan, Michael Krivelevich, Dahli...