Zobrazeno 1 - 10
of 2 591
pro vyhledávání: '"Gołębiowski, A."'
Techniques for knowledge graph (KGs) enrichment have been increasingly crucial for commercial applications that rely on evolving product catalogues. However, because of the huge search space of potential enrichment, predictions from KG completion (KG
Externí odkaz:
http://arxiv.org/abs/2406.07098
Autor:
Kästner, Linh, Shcherbyna, Volodymyir, Zeng, Huajian, Le, Tuan Anh, Schreff, Maximilian Ho-Kyoung, Osmaev, Halid, Tran, Nam Truong, Diaz, Diego, Golebiowski, Jan, Soh, Harold, Lambrecht, Jens
Publikováno v:
Robotics Science and Systems 2024, Delft Netherlands
Building upon our previous contributions, this paper introduces Arena 3.0, an extension of Arena-Bench, Arena 1.0, and Arena 2.0. Arena 3.0 is a comprehensive software stack containing multiple modules and simulation environments focusing on the deve
Externí odkaz:
http://arxiv.org/abs/2406.00837
Pre-trained language models (PLM), for example BERT or RoBERTa, mark the state-of-the-art for natural language understanding task when fine-tuned on labeled data. However, their large size poses challenges in deploying them for inference in real-worl
Externí odkaz:
http://arxiv.org/abs/2405.02267
Large language models (LLMs) encode vast amounts of world knowledge. However, since these models are trained on large swaths of internet data, they are at risk of inordinately capturing information about dominant groups. This imbalance can propagate
Externí odkaz:
http://arxiv.org/abs/2310.14777
Autor:
Agnieszka Rodzik, Paweł Pomastowski, Magdalena Buszewska-Forajta, Viorica Railean, Adrian Gołębiowski, Bogusław Buszewski, Katarzyna Niedojadło, Paweł Fijałkowski, Kinga Robotnik, Katarzyna Rafińska
Publikováno v:
Discover Nano, Vol 19, Iss 1, Pp 1-18 (2024)
Abstract This study explores the potential of zinc and silver nanocomposites, synthesized with β-lactoglobulin, a whey protein, in promoting wound healing, using the C57BL/6J mouse model. Our research is distinct in its dual focus: assessing the ant
Externí odkaz:
https://doaj.org/article/9b34f8c4df25495b9aa8123682725d3c
Off-policy evaluation (OPE) methods allow us to compute the expected reward of a policy by using the logged data collected by a different policy. OPE is a viable alternative to running expensive online A/B tests: it can speed up the development of ne
Externí odkaz:
http://arxiv.org/abs/2305.03954
Many state-of-the-art hyperparameter optimization (HPO) algorithms rely on model-based optimizers that learn surrogate models of the target function to guide the search. Gaussian processes are the de facto surrogate model due to their ability to capt
Externí odkaz:
http://arxiv.org/abs/2305.03623
Autor:
Wang, Cheng, Golebiowski, Jacek
Model miscalibration has been frequently identified in modern deep neural networks. Recent work aims to improve model calibration directly through a differentiable calibration proxy. However, the calibration produced is often biased due to the binnin
Externí odkaz:
http://arxiv.org/abs/2303.15057
Autor:
Adam Gołębiowski
Publikováno v:
Studia Linguistica, Vol 41, Pp 107-122 (2024)
The intention of this paper is to present first observations and findings from a study on attributes in academic texts written by students. The present paper analyses the use of genitive attributes in master’s theses written by students of German p
Externí odkaz:
https://doaj.org/article/9cb43a83823c459dac39cb8748ea1bf3
Autor:
Maciej Gołębiowski, Mariusz Kusztal, MD, PhD, Maciej Szymczak, MD, PhD, Andrzej Konieczny, MD, PhD, Mirosław Banasik, MD, PhD, Dariusz Janczak, MD, PhD, Pierre Bourquelot, MD, PhD, Tomasz Gołębiowski, MD, PhD
Publikováno v:
Journal of Vascular Surgery Cases and Innovative Techniques, Vol 10, Iss 6, Pp 101635- (2024)
The purpose of this manuscript is to describe the clinical course of a 66-year-old patient with chronic kidney disease due to focal segmental glomerulosclerosis in whom an access arteriovenous fistula was created in the anatomical snuffbox. At discha
Externí odkaz:
https://doaj.org/article/0a950a9d6962449188c39158cea937bf