In this paper, we study a fast approximation method for large-scale highdimensional sparse least-squares regression problem by exploiting the JohnsonLindenstrauss (JL) transforms, which embed a set of high-dimensional vectors into a low-dimensional space. In particular, we propose to apply the JL transforms to the data matrix and the target vector and then to solve a sparse least-squares proble...

COATS, GEORGE.-Ophthalmoscope, Vol. VII, p. 724, 1909. -BAILEY, PERCIVAL.-In Wilder Penfield's Cytology and Cellular Pathology of the Nervous system. Vol. III, p. 943. Hoeber, New York. 1932. DAVIE.-Arch. of Ophthat., Vol. XXII, p. 760, 1939. VAN' DER HOEVE.-Graefe Arch. Ophthal., Fuchs Festschrift, Vol. CV, p. 880, 1921. Modern Trends in Ophthalmology, p. 124, London. 1940. Heidelberger Berich...

s:Hoover DB, Hoard JL, Mabe AM, Dodi EK. Colocalization ofcholinergic and noradrenergic markers in mouse intracardiacneurons and nerve fibers. Program No. 305.5. 2005 AbstractViewer/ Itinerary Planner. Washington, DC: Society forNeuroscience, 2005. OnlineHoard JL, Mabe AM, Wondergem R, Hoover DB. Coculture ofmouse intrinsic cardiac neurons. Program No. 29.10. 2006<lb...

Chicken immunoglobulin light chain (IgL) gene rearrangement has been characterized. Rearrangement of the single variable (VL) segment with the single joining (JL) segment within the chicken IgL locus results in the deletion of the DNA between VL and JL from the genome. This deletion is accomplished by a molecular mechanism in which a precise joining of the IgL recombination signal sequences lea...

In the study of U -statistics we need a multivariate version of this result. The goal of this paper is to present such an inequality. To formulate it first we have to introduce some notations. Let us fix a positive integer k and some real numbers a(j1, . . . , jk) for all sets of arguments {j1, . . . , jk} such that 1 ≤ jl ≤ n, 1 ≤ l ≤ k, and jl 6= jl′ if l 6= l, in such a way that the numbers ...

The current land use have made the corridor of Jalan GOR in Blora Regency plays an important role aspect transport demand. area’s development must be balanced with adequate supply such a way that it will minimize negative impact due to imbalance between demand and supply. One existing is unsignalized intersection at eastern end corridor. potential problem existence nearby uses, as gas stations,...

We study, theoretically and empirically, the effort choices of microfinance borrowers under individual liability (IL) joint (JL) contracts when loan repayments are made either privately or publicly. Our theoretical model identifies guilt aversion in a JL contract shame public repayment loans as main psychological drivers choice. Evidence from our lab-in-the-field experiment Pakistan reveals lar...