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...
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...
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...
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...
: Statistics and estimation theory is enriched with techniques derived from differential geometry. This establishes the increasing topic of information geometry. This allows new in...