In this paper we develop the method of bounding the generalization error of a classifier in terms of its margin distribution which was introduced in the recent papers of Bartlett and Schapire, Freund, Bartlett and Lee. The theory of Gaussian and empirical processes allow us to prove the margin type inequalities for the most general functional classes, the complexity of the class being measured ...

An accelerated first-order method for solving SOS relaxations of unconstrained polynomial optimization problems Dimitris Bertsimas , Robert M. Freund & Xu Andy Sun To cite this article: Dimitris Bertsimas , Robert M. Freund & Xu Andy Sun (2013) An accelerated first-order method for solving SOS relaxations of unconstrained polynomial optimization problems, Optimization Methods and Software, 28:3...

honey bee sting is used in some societies as a treatment of inflammation in joint diseases such as arthritis. to investigate the effect of honey bee venom in reducing inflammation, we selected 30 male wister rats which were divided in to 6 groups. except group 1, all remaining groups received 0.5 ml of complete freund’s adjuvant to induce arthritis. after 9 days, all animals that received adjuv...

background: adjuvants are used to increase the immunogenicity of new generation vaccines, especially those based on recombinant proteins. despite immunostimulatory properties, the use of bacterial lipopolysaccharide (lps) as an adjuvant has been hampered due to its toxicity and pyrogenicity. brucella abortus lps is less toxic and has no pyrogenic properties compared to lps from other gram negat...

  Background and Objective: Esophageal cancer especially squamous cell carcinoma (SCC) is one of the most common gastro intestinal malignancies in north part of Iran (Khorasan). The standard treatment for esophageal cancer is surgical resection, but its outcome remains poor. Then, the oncologists try to treat this cancer with sandwich protocols especially neo-adjuvant chemo-radiotherapy. Sever...

rheumatoid arthritis (ra) is a chronic inflammatory disorder characterized by joint swelling, synovial inflammation and joint destruction. curcumin (diferuolymethane) is the most active component of curcuma longa l. several clinical trials have indicated curcumin to be a notable anti-inflammatory and antioxidant compound. therefore the aim of this study is investigating the effects of curcumin ...

FREUND, A. (1973). PhD Thesis, Technische Universit/it Mtinchen. FREUND, A. (1975a). Anomalous Scattering, Edited by S. RAMASESHAN & S. C. ABRAHAMS, pp. 69--84. Copenhagen: Munksgaard. FREU , A. (1975b). Nucl. Instrum. Meth. 124, 93-99. FREUND, A. (1976). Progress in Neutron Monochromator Development at the Institut Laue-Langevin. Proceedings of the Gatlinburg Conference, June 1976, USA. FREUND...