Zobrazeno 1 - 10
of 1 984
pro vyhledávání: '"Janowski, P."'
Autor:
Arango, Sebastian Pineda, Janowski, Maciej, Purucker, Lennart, Zela, Arber, Hutter, Frank, Grabocka, Josif
Ensemble methods are known for enhancing the accuracy and robustness of machine learning models by combining multiple base learners. However, standard approaches like greedy or random ensembles often fall short, as they assume a constant weight acros
Externí odkaz:
http://arxiv.org/abs/2410.04520
The datasets of most image quality assessment studies contain ratings on a categorical scale with five levels, from bad (1) to excellent (5). For each stimulus, the number of ratings from 1 to 5 is summarized and given in the form of the mean opinion
Externí odkaz:
http://arxiv.org/abs/2410.00817
Accurate, detailed, and high-frequent bathymetry, coupled with complex semantic content, is crucial for the undermapped shallow seabed areas facing intense climatological and anthropogenic pressures. Current methods exploiting remote sensing images t
Externí odkaz:
http://arxiv.org/abs/2405.15477
Autor:
van Rijn, Pol, Mertes, Silvan, Janowski, Kathrin, Weitz, Katharina, Jacoby, Nori, André, Elisabeth
Speech is a natural interface for humans to interact with robots. Yet, aligning a robot's voice to its appearance is challenging due to the rich vocabulary of both modalities. Previous research has explored a few labels to describe robots and tested
Externí odkaz:
http://arxiv.org/abs/2402.05206
Autor:
Maciej Janowski
Publikováno v:
Probacja, Vol 3, Pp 225-249 (2024)
The article is devoted to the concept of "committing" a prohibited act (crime) constituting the central concepts of the Penal Code . The choice of this topic is due to the fact that the word "commit" has not been adequately explained, apart from earl
Externí odkaz:
https://doaj.org/article/8f6656a323ca47bda357b7195611f5a1
Autor:
Mallik, Neeratyoy, Bergman, Edward, Hvarfner, Carl, Stoll, Danny, Janowski, Maciej, Lindauer, Marius, Nardi, Luigi, Hutter, Frank
Hyperparameters of Deep Learning (DL) pipelines are crucial for their downstream performance. While a large number of methods for Hyperparameter Optimization (HPO) have been developed, their incurred costs are often untenable for modern DL. Consequen
Externí odkaz:
http://arxiv.org/abs/2306.12370
Hyperparameter optimization is an important subfield of machine learning that focuses on tuning the hyperparameters of a chosen algorithm to achieve peak performance. Recently, there has been a stream of methods that tackle the issue of hyperparamete
Externí odkaz:
http://arxiv.org/abs/2302.00441
Publikováno v:
Real Estate Management and Valuation, Vol 32, Iss 2, Pp 13-30 (2024)
The issue of similarity in the real estate market is a widely recognized aspect of analysis, yet it remains underexplored in scientific research. This study aims to address this gap by introducing the concept of a Property Cognitive Information Syste
Externí odkaz:
https://doaj.org/article/22d57d564ba347bca028690f2f2f0c3a
Autor:
Koniuch, Kamil, Baraković, Sabina, Husić, Jasmina Baraković, De Moor, Katrien, Janowski, Lucjan, Wierzchoń, Michał
Modern video streaming services require quality assurance of the presented audiovisual material. Quality assurance mechanisms allow streaming platforms to provide quality levels that are considered sufficient to yield user satisfaction, with the leas
Externí odkaz:
http://arxiv.org/abs/2301.11648
Autor:
Janowski, Kathrin, André, Elisabeth
Nichtverbale Signale sind ein elementarer Bestandteil der menschlichen Kommunikation. Sie erf\"ullen eine Vielzahl von Funktionen bei der Kl\"arung von Mehrdeutigkeiten, der subtilen Aushandlung von Rollen oder dem Ausdruck dessen, was im Inneren der
Externí odkaz:
http://arxiv.org/abs/2301.09025