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» A Boosting Algorithm for Regression
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HPCA
2012
IEEE
13 years 10 months ago
Staged Reads: Mitigating the impact of DRAM writes on DRAM reads
Main memory latencies have always been a concern for system performance. Given that reads are on the critical path for CPU progress, reads must be prioritized over writes. However...
Niladrish Chatterjee, Naveen Muralimanohar, Rajeev...
KDD
2012
ACM
190views Data Mining» more  KDD 2012»
13 years 5 months ago
Multi-label hypothesis reuse
Multi-label learning arises in many real-world tasks where an object is naturally associated with multiple concepts. It is well-accepted that, in order to achieve a good performan...
Sheng-Jun Huang, Yang Yu, Zhi-Hua Zhou
ICRA
2007
IEEE
199views Robotics» more  ICRA 2007»
15 years 9 months ago
Automatic Outlier Detection: A Bayesian Approach
— In order to achieve reliable autonomous control in advanced robotic systems like entertainment robots, assistive robots, humanoid robots and autonomous vehicles, sensory data n...
Jo-Anne Ting, Aaron D'Souza, Stefan Schaal
SIGSOFT
2010
ACM
15 years 1 months ago
Directed test suite augmentation: techniques and tradeoffs
Test suite augmentation techniques are used in regression testing to identify code elements affected by changes and to generate test cases to cover those elements. Our preliminary...
Zhihong Xu, Yunho Kim, Moonzoo Kim, Gregg Rotherme...
ECCV
2002
Springer
16 years 5 months ago
Robust Computer Vision through Kernel Density Estimation
Abstract. Two new techniques based on nonparametric estimation of probability densities are introduced which improve on the performance of equivalent robust methods currently emplo...
Haifeng Chen, Peter Meer