When the iteration proceeds, the size l of labeled set L will grow larger and larger, so inverting the l × l matrix KL,L (KL,L is the sub-matrix of K corresponding to L) at scratch under each iteration is very inefficient. Here we tackle this computational issue by incrementally updating K−1 L,L based on the previous inverting result. As our submission, T is used to denote the curriculum set wi...

The Karhunen-Loeve (KL) transform is an optimal method for approximating a set of vectors or images, which was used in image processing and computer vision for several tasks such as face and object recognition. Its computational demands and its batch calculation nature have limited its application. Here we present a new, sequential algorithm for calculating the KL basis, which is faster in typi...

In this paper we complete the proof of the X = K conjecture, that for every family of nonexceptional affine algebras, the graded multiplicities of tensor products of “symmetric power” Kirillov-Reshetikhin modules known as one-dimensional sums, have a large rank stable limit X that has a simple expression (called the K-polynomial) as nonnegative integer combination of Kostka-Foulkes polynomials....

The decays KL → γγ and KL → l+l− γ are studied at the leading order p6 in Chiral Perturbation Theory. One-loop contributions stemming from the odd intrinsic parity | ∆S |= 1 effective Lagrangian of order p4 are included and shown to be of possible relevance. They affect the decay KL → γγ adding to the usual pole terms a piece free of counterterm uncertainties. In the case of the KL → l+l− γ dec...

The Meteorological and Hydrological Service in Zagreb has been monitoring the values of climatological elements and phenomena in the atmosphere and on the ground for a long period of time. A data bank has been established of exceptional value which is bcing used for research in natural sciences. The Forest Research Institute, Jastrebarsko, has produced the Pluviothermal climate favourableness i...

Since the 1964 discovery of KL → π+π− [1], understanding CP violation has been a major goal of particle physics. Subsequent experiments showed that the dominant mechanism of CP violation in neutral kaons (still the only particle system in which CP violation has been observed) is a small asymmetry between K0 → K and K → K0 mixing. This asymmetry, referred to as indirect CP violation, results in ...

KL-ONE is o system for representing knowledge in Artificial Intelligence progroms. It has been developed and refined over o long period ond hos been used in both basic research and implemented knowledge-based systems in o number of places in the Al community. Here we present the kernel ideas of KL-ONE, emphasizing its ability to form complex structured descriptions. In oddition to detoiling oil...

The KTeV E799 experiment has conducted a search for the rare decay KL → π0π0μ+μ−, which includes a search for the light neutral boson X0 that decays to μ+μ−. A possible new light neutral boson X0 was reported by the HyperCP experiment with a mass of 214.3 MeV/c2. In this paper we report no evidence of KL → π0π0X0 → π0π0μ+μ− and set an upper limit on the branching ratio for KL → π0π0X0 → π0π0μ+μ...

The Kullback-Leibler (KL) divergence is a fundamental equation of information theory that quantifies the proximity of two probability distributions. Although difficult to understand by examining the equation, an intuition and understanding of the KL divergence arises from its intimate relationship with likelihood theory. We discuss how KL divergence arises from likelihood theory in an attempt t...

BACKGROUNDS Interstitial lung disease (ILD) is associated with rheumatoid arthritis (RA) itself and is also induced by biological and non-biological disease-modifying antirheumatic drugs. The glycoprotein Krebs von den Lungen-6 (KL-6) is reported to be a marker for the activity of ILD. OBJECTIVES To elucidate the relationship between serum KL-6 levels in patients with RA treated with biologic...