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ICC
2007
IEEE
117views Communications» more  ICC 2007»
14 years 3 months ago
Performance Modeling of Multi-Rate HDR and its Effect on TCP Throughput
—An interesting feature of the 3G cellular networks is their ability to support multiple data rates. Though the performance of TCP over wireless networks has been well studied, t...
Wenjing Wang, Shamik Sengupta, Mainak Chatterjee
ICML
1997
IEEE
14 years 9 months ago
Characterizing the generalization performance of model selection strategies
Abstract: We investigate the structure of model selection problems via the bias/variance decomposition. In particular, we characterize the essential structure of a model selection ...
Dale Schuurmans, Lyle H. Ungar, Dean P. Foster
NIPS
2003
13 years 10 months ago
No Unbiased Estimator of the Variance of K-Fold Cross-Validation
Most machine learning researchers perform quantitative experiments to estimate generalization error and compare algorithm performances. In order to draw statistically convincing c...
Yoshua Bengio, Yves Grandvalet
ICASSP
2010
IEEE
13 years 7 months ago
Exploring statistical properties for semantic annotation: sparse distributed and convergent assumptions for keywords
Does there exist a compact set of visual topics in form of keyword clusters capable to represent all images visual content within an acceptable error? In this paper, we answer thi...
Xianming Liu, Hongxun Yao, Rongrong Ji
ICRA
2010
IEEE
129views Robotics» more  ICRA 2010»
13 years 7 months ago
Optimal passive dynamics for torque/force control
Abstract— For robotic manipulation tasks in uncertain environments, good force control can provide significant benefits. The design of force-controlled actuators typically revo...
Kevin Kemper, Devin Koepl, Jonathan Hurst