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pro vyhledávání: '"Kwaśniewski, P."'
Autor:
Besta, Maciej, Gerstenberger, Robert, Iff, Patrick, Sonawane, Pournima, Luna, Juan Gómez, Kanakagiri, Raghavendra, Min, Rui, Kwaśniewski, Grzegorz, Mutlu, Onur, Hoefler, Torsten, Appuswamy, Raja, Mahony, Aidan O
Knowledge graphs (KGs) have achieved significant attention in recent years, particularly in the area of the Semantic Web as well as gaining popularity in other application domains such as data mining and search engines. Simultaneously, there has been
Externí odkaz:
http://arxiv.org/abs/2408.12173
Autor:
Okanovic, Patrik, Kwasniewski, Grzegorz, Labini, Paolo Sylos, Besta, Maciej, Vella, Flavio, Hoefler, Torsten
High-performance sparse matrix-matrix (SpMM) multiplication is paramount for science and industry, as the ever-increasing sizes of data prohibit using dense data structures. Yet, existing hardware, such as Tensor Cores (TC), is ill-suited for SpMM, a
Externí odkaz:
http://arxiv.org/abs/2408.11551
Akademický článek
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Autor:
Besta, Maciej, Scheidl, Florian, Gianinazzi, Lukas, Kwasniewski, Grzegorz, Klaiman, Shachar, Müller, Jürgen, Hoefler, Torsten
Higher-order graph neural networks (HOGNNs) and the related architectures from Topological Deep Learning are an important class of GNN models that harness polyadic relations between vertices beyond plain edges. They have been used to eliminate issues
Externí odkaz:
http://arxiv.org/abs/2406.12841
We define reduced and essential Banach algebras associated to a twisted \'{e}tale (not necessarily Hausdorff) groupoid $(\mathcal{G},\mathcal{L})$ and extend some fundamental results from $C^*$-algebras to this context. For instance, we prove that fo
Externí odkaz:
http://arxiv.org/abs/2406.05717
We extend the theory of Fourier--Stieltjes algebras to the category of twisted actions by \'etale groupoids on arbitrary C*-bundles, generalizing theories constructed previously by B\'{e}dos and Conti for twisted group actions on unital C*-algebras,
Externí odkaz:
http://arxiv.org/abs/2405.15653
Publikováno v:
Acta Universitatis Lodziensis: Folia Litteraria Romanica, Iss 12, Pp 191-204 (2017)
Dans le livre Totem et tabou Sigmund Freud remarque que « le fondement du tabou est une action interdite pour laquelle il existe dans l’inconscient une forte inclination ». La politique est un domaine qui, depuis son apparition, met en valeur des
Externí odkaz:
https://doaj.org/article/66972cc0cf394d5eafb4cb4e9f6193ea
Autor:
Besta, Maciej, Memedi, Florim, Zhang, Zhenyu, Gerstenberger, Robert, Piao, Guangyuan, Blach, Nils, Nyczyk, Piotr, Copik, Marcin, Kwaśniewski, Grzegorz, Müller, Jürgen, Gianinazzi, Lukas, Kubicek, Ales, Niewiadomski, Hubert, O'Mahony, Aidan, Mutlu, Onur, Hoefler, Torsten
The field of natural language processing (NLP) has witnessed significant progress in recent years, with a notable focus on improving large language models' (LLM) performance through innovative prompting techniques. Among these, prompt engineering cou
Externí odkaz:
http://arxiv.org/abs/2401.14295
Akademický článek
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Autor:
Bardadyn, K., Kwaśniewski, B. K.
We generalize the well known $C^*$-algebraic result of Kawamura-Tomiyama and Archbold-Spielberg for crossed products of discrete transformation groups to the realm of Banach algebras and twisted actions. Namely we show that topological freeneess is e
Externí odkaz:
http://arxiv.org/abs/2307.01685