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Dissertations / Theses on the topic 'Proximal operator'

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1

Wytock, Matt. "Optimizing Optimization: Scalable Convex Programming with Proximal Operators." Research Showcase @ CMU, 2016. http://repository.cmu.edu/dissertations/785.

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Convex optimization has developed a wide variety of useful tools critical to many applications in machine learning. However, unlike linear and quadratic programming, general convex solvers have not yet reached sufficient maturity to fully decouple the convex programming model from the numerical algorithms required for implementation. Especially as datasets grow in size, there is a significant gap in speed and scalability between general solvers and specialized algorithms. This thesis addresses this gap with a new model for convex programming based on an intermediate representation of convex pr
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Hübner, Ewgenij. "Proximal-ähnliche Verfahren für monotone Variationsungleichungen mit mengenwertigen Operatoren." Norderstedt Books on Demand GmbH, 2007. http://deposit.d-nb.de/cgi-bin/dokserv?id=3005738&prov=M&dok_var=1&dok_ext=htm.

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3

Hendrich, Christopher. "Proximal Splitting Methods in Nonsmooth Convex Optimization." Doctoral thesis, Universitätsbibliothek Chemnitz, 2014. http://nbn-resolving.de/urn:nbn:de:bsz:ch1-qucosa-149548.

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This thesis is concerned with the development of novel numerical methods for solving nondifferentiable convex optimization problems in real Hilbert spaces and with the investigation of their asymptotic behavior. To this end, we are also making use of monotone operator theory as some of the provided algorithms are originally designed to solve monotone inclusion problems. After introducing basic notations and preliminary results in convex analysis, we derive two numerical methods based on different smoothing strategies for solving nondifferentiable convex optimization problems. The first approa
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Jirák, Jakub. "Alternativní JPEG kodér/dekodér." Master's thesis, Vysoké učení technické v Brně. Fakulta elektrotechniky a komunikačních technologií, 2017. http://www.nusl.cz/ntk/nusl-317121.

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The JPEG codec is currently the most widely used image format. This work deals with the design and implementation of an alternative JPEG codec using proximal algorithms in combination with the fixation of points from the original image to suppression of artifacts created in common JPEG coding. To solve the problem, the prox_TV and then the Douglas-Rachford algorithm were used, for which special functions using l_1-norm for image reconstruction were derived. The results of the proposed solution are very good because they can effectively suppress the artefacts created and the result corresponds
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5

Salim, Adil. "Random monotone operators and application to stochastic optimization." Thesis, Université Paris-Saclay (ComUE), 2018. http://www.theses.fr/2018SACLT021/document.

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Cette thèse porte essentiellement sur l'étude d'algorithmes d'optimisation. Les problèmes de programmation intervenant en apprentissage automatique ou en traitement du signal sont dans beaucoup de cas composites, c'est-à-dire qu'ils sont contraints ou régularisés par des termes non lisses. Les méthodes proximales sont une classe d'algorithmes très efficaces pour résoudre de tels problèmes. Cependant, dans les applications modernes de sciences des données, les fonctions à minimiser se représentent souvent comme une espérance mathématique, difficile ou impossible à évaluer. C'est le cas dans les
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Salim, Adil. "Random monotone operators and application to stochastic optimization." Electronic Thesis or Diss., Université Paris-Saclay (ComUE), 2018. http://www.theses.fr/2018SACLT021.

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Cette thèse porte essentiellement sur l'étude d'algorithmes d'optimisation. Les problèmes de programmation intervenant en apprentissage automatique ou en traitement du signal sont dans beaucoup de cas composites, c'est-à-dire qu'ils sont contraints ou régularisés par des termes non lisses. Les méthodes proximales sont une classe d'algorithmes très efficaces pour résoudre de tels problèmes. Cependant, dans les applications modernes de sciences des données, les fonctions à minimiser se représentent souvent comme une espérance mathématique, difficile ou impossible à évaluer. C'est le cas dans les
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7

Baygorrea, Cusihuallpa Nancy 1982. "Algoritmo do ponto proximal para operadores não monótonos." [s.n.], 2013. http://repositorio.unicamp.br/jspui/handle/REPOSIP/306438.

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Orientador: Roberto Andreani<br>Dissertação (mestrado) - Universidade Estadual de Campinas, Instituto de Matemática, Estatística e Computação Científica<br>Made available in DSpace on 2018-08-22T06:15:13Z (GMT). No. of bitstreams: 1 BaygorreaCusihuallpa_Nancy_M.pdf: 1656614 bytes, checksum: 036b8eeb6a7f3e461c7ca051fed6fd3d (MD5) Previous issue date: 2013<br>Resumo: Esta dissertação desenvolve um estudo detalhado da convergência local do método de ponto proximal para resolver o problema de encontrar zeros de operadores maximais sem a condição de monotonicidade. Em particular, é estudada a con
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8

Martincová, Lucia. "Odlišení pozadí a pohybujících se objektů ve videosekvenci." Master's thesis, Vysoké učení technické v Brně. Fakulta strojního inženýrství, 2017. http://www.nusl.cz/ntk/nusl-319269.

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This diploma thesis deals with separation of backgroud and moving objects in video. Video can be represented as series of frames and each frame represented as low - rank structure - matrix. This thesis describe sparse representation of signals and robust principal component analysis. It also presents and implements algorithms - models for reconstruction of real video.
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Komůrková, Lucia. "Odlišení pozadí a pohybujících se objektů ve videosekvenci." Master's thesis, Vysoké učení technické v Brně. Fakulta strojního inženýrství, 2018. http://www.nusl.cz/ntk/nusl-254387.

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This diploma thesis deals with separation of backgroud and moving objects in video. Video can be represented as series of frames and each frame represented as low - rank structure - matrix. This thesis describe sparse representation of signals and robust principal component analysis. It also presents and implements algorithms - models for reconstruction of real video.
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10

Badri, Hicham. "Sparse and Scale-Invariant Methods in Image Processing." Thesis, Bordeaux, 2015. http://www.theses.fr/2015BORD0139/document.

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Dans cette thèse, on présente de nouvelles approches à base de parcimonie et d'invariance d' échelle pour le développement de techniques rapides et efficaces en traitement d'images. Au lieu d'utiliser la norme l1 pour imposer la parcimonie, on exploite plutôt des pénalités non-convexes qui encouragent plus la parcimonie. On propose une approche de premier ordre pour estimer une solution d'un opérateur proximal non-convexe, ce qui permet d'exploiter facilement la non-convexité. On étudie aussi le problème de pluri-parcimonie quand le problème d'optimisation est composé de plusieurs termes parci
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11

Bräuer, Isabel. "Ergebnisse der Clavicula-pro-humero-Operation nach Resektion von Knochentumoren am proximalen Humerus." [S.l.] : [s.n.], 2004. http://deposit.ddb.de/cgi-bin/dokserv?idn=971385467.

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12

Talpa, Jaroslav. "Pokročilé optimalizační algoritmy a jejich efektivní implementace." Master's thesis, Vysoké učení technické v Brně. Fakulta strojního inženýrství, 2020. http://www.nusl.cz/ntk/nusl-417161.

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Tato diplomová práce se zabývá tématikou konvexní optimalizace a to konkrétně modifikacemi algoritmu ADMM, společně s problematikou proximálních operátorů. Jedna z verzí ADMM je pak implementována v programovacím jazyce Julia s důrazem na obecnost a efektivnost této implementace, a dále aplikována na rozsáhlou úlohu z oblasti odpadového hospodářství.
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13

Araujo, Fabiano de Oliveira. "Influência da cor da resina composta e da localização da margem gengival (esmalte ou dentina) na infiltração marginal de restaurações proximais em dentes posteriores." Florianópolis, SC, 2003. http://repositorio.ufsc.br/xmlui/handle/123456789/84519.

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Dissertação (mestrado) - Universidade Federal de Santa Catarina, Centro de Ciências da Saúde. Programa de Pós-Graduação em Odontologia.<br>Made available in DSpace on 2012-10-20T10:04:30Z (GMT). No. of bitstreams: 0<br>Este trabalho, in vitro, avaliou a influência da cor da resina composta e da localização da margem gengival (esmalte ou dentina) na microinfiltração marginal de restaurações proximais em dentes posteriores. Cavidades de Classe II, com margens gengivais em esmalte e dentina foram preparadas. Seis cores de resina e grupos de 10 dentes humanos foram utilizados (n=10). Os dentes fo
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14

Braun, Bianca Sylvia [Verfasser], J. [Akademischer Betreuer] Windolf, and Dirk [Akademischer Betreuer] Blondin. "Vergleichende mittelfristige klinisch-funktionelle Ergebnisse operativ versorgter proximaler Humerusfrakturen mit einer winkelstabilen Platten- und Nagelosteosynthese / Bianca Sylvia Braun. Gutachter: Dirk Blondin. Betreuer: J. Windolf." Düsseldorf : Universitäts- und Landesbibliothek der Heinrich-Heine-Universität Düsseldorf, 2012. http://d-nb.info/1029350191/34.

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15

Mokrý, Ondřej. "Moderní metody restaurace poškozených audiosignálů." Master's thesis, Vysoké učení technické v Brně. Fakulta strojního inženýrství, 2019. http://www.nusl.cz/ntk/nusl-400440.

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The master's thesis deals with the problem of restoring a block of missing samples in a digital audio signal. This problem is formulated as an optimization task, which seeks the sparsest time-frequency representation of a signal within the set of feasible reconstructed signals. Several particular formulations are discussed, namely the analyzing and the synthesizing model, both for convex and non-convex approaches. Suitable algorithms are proposed for solving these formulations, and in the convex case, the method is further enhanced by various procedures to compensate for the energy drop in the
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16

Lindstrom, Scott Boivin. "Proximal point algorithms, dynamical systems, and associated operators: modern perspectives from experimental mathematics." Thesis, 2019. http://hdl.handle.net/1959.13/1398068.

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Research Doctorate - Doctor of Philosophy (PhD)<br>Discrete dynamical systems are ubiquitous in many mathematical disciplines. Celebrated methods as old as the Hellenic period include Euclid’s algorithm and continued fractions for real numbers. In modern convex analysis and nonlinear optimization, they often take on the form — or inspiration — of proximal point algorithms. The modern tools and methods of experimental mathematics have irreversibly changed the mathematical landscape, not only for the analysis of newer algorithms but for reinventions of old ones. One example is the recent introdu
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17

"On the Douglas-Rachford splitting method and the proximal point algorithm for maximal monotone operators." Massachusetts Institute of Technology, Laboratory for Information and Decision Systems], 1989. http://hdl.handle.net/1721.1/3160.

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by Jonathan Eckstein, Dimitri P. Bertsekas.<br>Cover title. "This paper consists mainly of dissertation research results of the first author."--Cover.<br>Includes bibliographical references (p. 31-34).<br>Research supported in part by the Army Research Office. DAAL03-86-K-0171 Research supported in part by the National Science Foundation. ECS-8519058
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18

Bräuer, Isabel [Verfasser]. "Ergebnisse der Clavicula-pro-humero-Operation nach Resektion von Knochentumoren am proximalen Humerus / vorgelegt von Isabel Bräuer." 2004. http://d-nb.info/971385467/34.

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19

Rodrigues, José António Jacinto. "Fatores associados a internamento hospitalar prolongado em doentes idosos operados a fratura da extremidade proximal do fémur no Serviço de Ortopedia do CHULN-HSM." Master's thesis, 2021. http://hdl.handle.net/10451/52519.

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Trabalho Final do Curso de Mestrado Integrado em Medicina, Faculdade de Medicina, Universidade de Lisboa, 2021<br>Introdução: A osteoporose é a doença óssea mais comum, associada à idade avançada. A manifestação clínica mais relevante é a fratura de fragilidade. Destas, a fratura da extremidade proximal do fémur assume-se como um problema de saúde pública, necessitando comummente de intervenção cirúrgica e internamento hospitalar. A duração deste internamento tem sido estudada, faltando clarificar os fatores que condicionam o seu prolongamento. Objetivos: Identificar fatores associados a inter
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