Sökning: "uniform convergence"
Visar resultat 1 - 5 av 15 uppsatser innehållade orden uniform convergence.
1. Stochastic Frank-Wolfe Algorithm : Uniform Sampling Without Replacement
Master-uppsats, Umeå universitet/Institutionen för matematik och matematisk statistikSammanfattning : The Frank-Wolfe (FW) optimization algorithm, due to its projection free property, has gained popularity in recent years with typical application within the field of machine learning. In the stochastic setting, it is still relatively understudied in comparison to the more expensive projected method of Stochastic Gradient Descent (SGD). LÄS MER
2. An Introduction to Metric Spaces
Kandidat-uppsats, Linköpings universitet/Analys och didaktik; Linköpings universitet/Tekniska fakultetenSammanfattning : In this thesis we start off by ensuring that the reader is up to speed when it comes to some well known definitions and theorems from real analysis. We then introduce the reader to metric spaces and provide them with some examples such as the real numbers with the Euclidean distance, and compact sets with the Hausdorff distance. LÄS MER
3. Data-Driven Motion Planning : With Application for Heavy Duty Vehicles
Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)Sammanfattning : Motion planning consists of finding a feasible path of an object between an initial state and a goal state, and commonly constitutes a sub-system of a larger autonomous system. Motion planners that utilize sampling-based algorithms create an implicit representation of the search space via sampling said search space. LÄS MER
4. The Dynamics of Neural Networks Expressivity with Applications to Remote Sensing Data
Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)Sammanfattning : Deep neural networks (DNN) have been widely demonstrated to be more powerful than their shallower counterparts in a variety of computer vision tasks and remote sensing applications. However, as many techniques are based on trial-and-error experiments as opposed to systematic evaluation, scientific evidence for the superiority of DNN needs more theoretical and experimental foundations. LÄS MER
5. Kunskapsorganisation på arkiv och bibliotek : en studie om metadata beskrivande queert innehåll ur ett teoretiskt konvergerande perspektiv
Master-uppsats, Lunds universitet/Avdelningen för ABM, digitala kulturer samt förlags- och bokmarknadskunskapSammanfattning : With an increasing amount of literature on the convergence of archives and libraries as a point of departure, this thesis examines how archives and libraries respectively assign metadata to informational resources with queer content. Thereby, the thesis contribute to a theoretical convergence between the two institutions. LÄS MER
