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» Effective Prediction and its Computational Complexity
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MFCS
2010
Springer
13 years 8 months ago
Proof Systems and Transformation Games
We introduce Transformation Games (TGs), a form of coalitional game in which players are endowed with sets of initial resources, and have capabilities allowing them to derive certa...
Yoram Bachrach, Michael Zuckerman, Michael Wooldri...
HPCA
2001
IEEE
14 years 10 months ago
Speculative Data-Driven Multithreading
Mispredicted branches and loads that miss in the cache cause the majority of retirement stalls experienced by sequential processors; we call these critical instructions. Despite t...
Amir Roth, Gurindar S. Sohi
CVPR
2010
IEEE
14 years 6 months ago
Locality-constrained Linear Coding for Image Classification
The traditional SPM approach based on bag-of-features (BoF) must use nonlinear classifiers to achieve good image classification performance. This paper presents a simple but effec...
Jinjun Wang, Jianchao Yang, Kai Yu, Fengjun Lv
BROADNETS
2007
IEEE
13 years 11 months ago
Connection provisioning in QoT-guaranteed distributed all-optical networks
— As an optical signal propagates along a lightpath to its destination in wavelength-routed optical networks (WRONs), the quality of transmission (QoT) is degraded by transmissio...
Jun He, Maïté Brandt-Pearce, Suresh Su...
NIPS
2007
13 years 11 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