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» Estimation of Chaotic Probabilities
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ICML
2008
IEEE
14 years 9 months ago
Estimating labels from label proportions
Consider the following problem: given sets of unlabeled observations, each set with known label proportions, predict the labels of another set of observations, also with known lab...
Alex J. Smola, Novi Quadrianto, Quoc V. Le, Tib&ea...
ICASSP
2009
IEEE
13 years 6 months ago
Volterra series for analyzing MLP based phoneme posterior estimator
We present a framework to apply Volterra series to analyze multilayered perceptrons trained to estimate the posterior probabilities of phonemes in automatic speech recognition. Th...
Joel Pinto, Garimella S. V. S. Sivaram, Hynek Herm...
DATE
2002
IEEE
158views Hardware» more  DATE 2002»
14 years 1 months ago
Congestion Estimation with Buffer Planning in Floorplan Design
In this paper, we study and implement a routabilitydriven floorplanner with buffer block planning. It evaluates the routability of a floorplan by computing the probability that ...
Wai-Chiu Wong, Chiu-Wing Sham, Evangeline F. Y. Yo...
STVR
2002
111views more  STVR 2002»
13 years 8 months ago
Can fault-exposure-potential estimates improve the fault detection abilities of test suites?
Code-coverage-based test data adequacy criteria typically treat all coverable code elements (such as statements, basic blocks, or outcomes of decisions) as equal. In practice, how...
Wei Chen, Roland H. Untch, Gregg Rothermel, Sebast...
GI
2009
Springer
13 years 6 months ago
The Differential Geometric View of Statistics and Estimation
: Statistics and estimation theory is enriched with techniques derived from differential geometry. This establishes the increasing topic of information geometry. This allows new in...
Felix Opitz