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18 papers · 1 filter
Varadhan Estimates for rough differential equations driven by fractional Brownian motions
Fabrice Baudoin, Cheng Ouyang, Xuejing Zhang
In this work we study rough differential equations driven by a fractional Brownian motion with Hurst parameter H>1/4 and establish Varadhan's small time estimates for the density o…
Generalized Orthogonal Components Regression for High Dimensional Generalized Linear Models
Yanzhu Lin, Min Zhang, Dabao Zhang
Here we propose an algorithm, named generalized orthogonal components regression (GOCRE), to explore the relationship between a categorical outcome and a set of massive variables.…
A Study of Associative Evidential Reasoning
Yizong Cheng, Rangasami L. Kashyap
Evidential reasoning is cast as the problem of simplifying the evidence-hypothesis relation and constructing combination formulas that possess certain testable properties. Importan…
Hierarchical Evidence Accumulation in the Pseiki System and Experiments in Model-Driven Mobile Robot Navigation
A. C. Kak, K. M. Andress, C. Lopez-Abadia +2
In this paper, we will review the process of evidence accumulation in the PSEIKI system for expectation-driven interpretation of images of 3-D scenes. Expectations are presented to…
On Hilbert functions of general intersections of ideals
Giulio Caviglia, Satoshi Murai
Let I and J be homogeneous ideals in a standard graded polynomial ring. We study upper bounds of the Hilbert function of the intersection of I and g(J), where g is a general change…
Performance and Reliability Implications of Two Dimensional Shading in Monolithic Thin Film Photovoltaic Modules
Sourabh Dongaonkar, Chris Deline, Muhammad A. Alam
We analyze the problem of partial shading in monolithically integrated thin film photovoltaic (TFPV) modules, and explore how the shape and size of the shadows dictate their perfor…