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» The Tradeoffs of Large Scale Learning
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NIPS
2007
10 years 4 months ago
The Tradeoffs of Large Scale Learning
This contribution develops a theoretical framework that takes into account the effect of approximate optimization on learning algorithms. The analysis shows distinct tradeoffs for...
Léon Bottou, Olivier Bousquet
INFOCOM
2009
IEEE
10 years 9 months ago
Throughput-Delay Tradeoffs in Large-Scale MANETs with Network Coding
—This paper characterizes the throughput-delay tradeoffs in mobile ad hoc networks (MANETs) with network coding, and compares results in the situation where only replication and ...
Chi Zhang, Yuguang Fang, Xiaoyan Zhu
AINA
2009
IEEE
10 years 9 months ago
Understanding Behavioural Tradeoffs in Large-Scale Sensornet Design
When designing a complex system such as a sensornet it is not always practical to build and deploy a realistically sized prototype. At the same time many of the interesting behavi...
Jonathan Tate, Iain Bate
OTM
2010
Springer
10 years 24 days ago
On the Expressiveness and Trade-Offs of Large Scale Tuple Stores
Massive-scale distributed computing is a challenge at our doorstep. The current exponential growth of data calls for massive-scale capabilities of storage and processing. This is b...
Ricardo Vilaça, Francisco Cruz, Rui Carlos ...
CORR
2000
Springer
120views Education» more  CORR 2000»
10 years 2 months ago
Scaling Up Inductive Logic Programming by Learning from Interpretations
When comparing inductive logic programming (ILP) and attribute-value learning techniques, there is a trade-off between expressive power and efficiency. Inductive logic programming ...
Hendrik Blockeel, Luc De Raedt, Nico Jacobs, Bart ...
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