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A well-balanced exploration-exploitation trade-off is crucial for successful acquisition functions in Bayesian optimization. However, there is a lack of quantitative measures for exploration, making it difficult to analyze and compare different acquisition functions. This work introduces two novel approaches - observation traveling salesman distance and observation entropy - to quantify the explor
Bayesian optimization (BO ) is an effective method for optimizing expensive-to-evaluate black-box functions. While high-dimensional problems can be particularly challenging, due to the multitude of parameter choices and the potentially high number of data points required to fit the model, this limitation can be addressed if the problem satisfies simplifying assumptions. Axis-aligned subspace appro
1 REPORT FROM THE ROUND TABLE ON SOCIAL INCLUSION WITHIN A HUMAN RIGHTS FRAMEWORK IN THE NORDIC AND BALTIC STATES The programme is supported by a grant from the Foundation Open Society Institute in cooperation with OSIFE of the Open Society Foundations. 2 Background As is evident from any recent news report, Europe is being seriously challenged by the number of refugees currently seeking asylum wi
https://rwi.lu.se/app/uploads/2016/04/Report-Round-Table-on-Social-Inclusion-final-2.pdf - 2026-07-17
Det har i doktrin hävdats att underrätters rättstillämpning i mål rörande beskattning av oredovisade intäkter inte uppfyller de krav på rättssäkerhet som ställs i skatteprocessen. I denna uppsats utreds huruvida så är fallet. De frågeställningar som uppsatsen bygger på är vilka krav som ställs på rättssäkerhet i skatteprocessen, hur beskattning av oredovisade intäkter sker, vilken bevisbörda och vIt has been claimed in literature that the application of the rules about taxation of unreported income by Swedish administrative courts is insufficient from a legal certainty perspective. This essay considers whether this is the case. The essay is centered around the following questions: What are the requirements regarding legal certainty in the tax procedure? How is unreported income taxed? Who
The aim of this Master’s thesis is to analyse the discourse of accessibility at the Regional Archives in Lund. The focal point of the study is the interaction between the archivist and the user of the archival records, which stems from questions regarding how archival records are mediated in the dialogue between the archivist and the user, and if the archive’s construct of access is perceived as a
This thesis investigates differences and similarities in the funerary material of Late Bronze Age Cyprus in order to answer questions about a possible uniqueness of the pit/well tombs at the Late Bronze Age harbour city of Hala Sultan Tekke. The thesis also tries to explain why these features stand out as singular, compared to the more common chamber tomb, and the reason for their existence. The t
OBJECTIVE: Data-driven methods for fMRI analysis are useful, for example, when an a priori model of signal variations is unavailable. However, activation sources are typically assumed to be linearly mixed, although non-linear properties of fMRI data, including resting-state data, have been observed. In this work, the non-linear locally linear embedding (LLE) algorithm is introduced for dimensional
Specific parameters of the neuronal tissue microstructure, such as axonal diameters, membrane permeability and intracellular water fractions are assessable using diffusion MRI. These parameters are commonly estimated using analytical models, which may introduce bias in the estimated parameters due to the approximations made when deriving the models. As an alternative to using analytical models, a
Kulturella angelägenheter tillhör yttrandefrihetens kärnområde i Sverige. Rättstillämpare ska särskilt beakta vidaste möjliga yttrandefrihet i prövningen av fall som rör kulturella angelägenheter. Utgångspunkten för den här uppsatsen är ett brottmål där Högsta domstolen beaktade kulturella angelägenheter i sin bedömning. Rättsfallet heter Raplåten och handlar om en rapartist som åtalades för hot mCultural matters are at the core of freedom of expression in Sweden. Legal practitioners shall particularly take into account the widest possible freedom of expression in the assessment of cases concerning cultural matters. The starting point for this essay is a criminal case in which the Supreme Court considered cultural matters in its assessment. The case is called Raplåten (the rap song) and is
The global demand for fresh food has increased during the past five years and the demand is anticipated to continue growing in the future. The consumers' expectations are also getting higher and higher, which is why it is of great importance that the actors within the food industry meet these requirements to remain competitive. Fresh food is perishable goods which have a short shelf life. The
Electric power systems are undergoing significant transformations as more sectors in society are electrified and new electric power generation from solar and wind is added to the grid. The growing share of renewable generation is expected to influence the dynamic behaviour of power systems, creating a need to develop new control strategies for power systems. This thesis investigates robust and opt
Popular Abstract in Swedish Sverige har i olika sammanhang beskrivits som ett land som präglas av så kallade mångkulturella sociala relationer. I avhandlingen I historiekanons skugga: Historieämnet och identifikationsformering i 2000-talets mångkulturella samhälle analyseras implikationer av framväxten av det så kallade mångkulturella samhället på historieämnet. Avhandlingens övergripande syfte ärSweden has on various occasions been described as a multicultural society. So-called multicultural social change has resulted in numerous implications regarding attitudes in respect of history as a subject taught at upper secondary schools. The aim of this study is to problematise the relationship between students' (ethnic) identification and their view of history as a subject. The study focuses o
From the end of the nineteenth century and one hundred years onward, home sewing was an important part of many women’s duties, but it was also a pleasure, something that existed parallel with the emerging mass-produced ready-to-wear industry. The paper patterns used for home dressmaking were often sold and distributed through women’s magazines. These pattern sections were both a kind of reader serFrom the end of the nineteenth century and one hundred years onward, home sewing was an important part of many women’s duties, but it was also a pleasure, something that existed parallel with the emerging mass-produced ready-to-wear industry. The paper patterns used for home dressmaking were often sold and distributed through women’s magazines. These pattern sections were both a kind of reader ser
For patients with epilepsy, automatic epilepsy monitoring, i.e., the process of direct observation of the patient’s health status in real time, is crucial. Wearable systems provide the possibility of real-time epilepsy monitoring and alerting caregivers upon the occurrence of a seizure. In the context of the ICASSP 2023 Seizure Detection Challenge, we pro- pose a lightweight machine-learning frame
Driven by the idea to use alarm data to explore machine learning across Industry 4.0 applications, the goal of this pilot study was to explore how to collect, store, manage and share data from the ESS Control System. Generally, we seek to make any control system data available for research and innovation but started with alarms as a feasible domain in which to explore machine learning. The goals w
