Zobrazeno 1 - 10
of 2 768
pro vyhledávání: '"Åkerblom A"'
Autor:
Åkerblom, Beatrice, Castegren, Elias
Publikováno v:
The Art, Science, and Engineering of Programming, 2024, Vol. 8, Issue 3, Article 14
The array is a data structure used in a wide range of programs. Its compact storage and constant time random access makes it highly efficient, but arbitrary indexing complicates the analysis of code containing array accesses. Such analyses are import
Externí odkaz:
http://arxiv.org/abs/2403.02416
Publikováno v:
Transactions on Machine Learning Research (TMLR), 2024, https://openreview.net/forum?id=59DCkSGw8S
We propose a new framework for contextual multi-armed bandits based on tree ensembles. Our framework adapts two widely used bandit methods, Upper Confidence Bound and Thompson Sampling, for both standard and combinatorial settings. As part of this fr
Externí odkaz:
http://arxiv.org/abs/2402.06963
We consider the combinatorial volatile Gaussian process (GP) semi-bandit problem. Each round, an agent is provided a set of available base arms and must select a subset of them to maximize the long-term cumulative reward. We study the Bayesian settin
Externí odkaz:
http://arxiv.org/abs/2312.12676
Online decision making plays a crucial role in numerous real-world applications. In many scenarios, the decision is made based on performing a sequence of tests on the incoming data points. However, performing all tests can be expensive and is not al
Externí odkaz:
http://arxiv.org/abs/2308.10699
In this work, we address the problem of long-distance navigation for battery electric vehicles (BEVs), where one or more charging sessions are required to reach the intended destination. We consider the availability and performance of the charging st
Externí odkaz:
http://arxiv.org/abs/2301.07156
Autor:
Lindroth, Tobias, Svensson, Axel, Åkerblom, Niklas, Pourabdollah, Mitra, Chehreghani, Morteza Haghir
Today, there is an ongoing transition to more sustainable transportation, for which an essential part is the switch from combustion engine vehicles to battery electric vehicles (BEVs). BEVs have many advantages from a sustainability perspective, but
Externí odkaz:
http://arxiv.org/abs/2210.16002
Bottleneck identification is a challenging task in network analysis, especially when the network is not fully specified. To address this task, we develop a unified online learning framework based on combinatorial semi-bandits that performs bottleneck
Externí odkaz:
http://arxiv.org/abs/2206.08144
Autor:
Jessica Giacomoni, Malin Åkerblom, Mette Habekost, Alessandro Fiorenzano, Janko Kajtez, Marcus Davidsson, Malin Parmar, Tomas Björklund
Publikováno v:
Frontiers in Neuroscience, Vol 18 (2024)
Direct neural conversion of endogenous non-neuronal cells, such as resident glia, into therapeutic neurons has emerged as a promising strategy for brain repair, aiming to restore lost or damaged neurons. Proof-of-concept has been obtained from animal
Externí odkaz:
https://doaj.org/article/c3d7e2d6b3b847adb1d3068e5cf75a20
Modeling driver behavior provides several advantages in the automotive industry, including prediction of electric vehicle energy consumption. Studies have shown that aggressive driving can consume up to 30% more energy than moderate driving, in certa
Externí odkaz:
http://arxiv.org/abs/2203.02179
Autor:
Eklöf, Karin, von Brömssen, Claudia, Huser, Brian, Åkerblom, Staffan, Augustaitis, Algirdas, Veiteberg Braaten, Hans Fredrik, de Wit, Heleen A., Dirnböck, Thomas, Elustondo, David, Grandin, Ulf, Holubová, Adéla, Kleemola, Sirpa, Krám, Pavel, Lundin, Lars, Löfgren, Stefan, Markensten, Hampus, Moldan, Filip, Pihl Karlsson, Gunilla, Rönnback, Pernilla, Valinia, Salar, Vuorenmaa, Jussi
Publikováno v:
In Environmental Pollution 1 November 2024 360