Zobrazeno 1 - 10
of 50
pro vyhledávání: '"Aronsson, Linus"'
We study correlation clustering where the pairwise similarities are not known in advance. For this purpose, we employ active learning to query pairwise similarities in a cost-efficient way. We propose a number of effective information-theoretic acqui
Externí odkaz:
http://arxiv.org/abs/2402.03587
Autor:
Samoaa, Peter, Aronsson, Linus, Longa, Antonio, Leitner, Philipp, Chehreghani, Morteza Haghir
Most machine learning and data analytics applications, including performance engineering in software systems, require a large number of annotations and labelled data, which might not be available in advance. Acquiring annotations often requires signi
Externí odkaz:
http://arxiv.org/abs/2304.13032
Publikováno v:
Transactions on Machine Learning Research (TMLR) (2024). https://openreview.net/forum?id=Ryf1TVCjBz
Correlation clustering is a well-known unsupervised learning setting that deals with positive and negative pairwise similarities. In this paper, we study the case where the pairwise similarities are not given in advance and must be queried in a cost-
Externí odkaz:
http://arxiv.org/abs/2302.10295
Autor:
Samoaa, Peter, Aronsson, Linus, Longa, Antonio, Leitner, Philipp, Chehreghani, Morteza Haghir
Publikováno v:
In Engineering Applications of Artificial Intelligence December 2024 138 Part B
Publikováno v:
Engineering Applications of Artificial Intelligence, 113: 104972, 2022
Annotated driving scenario trajectories are crucial for verification and validation of autonomous vehicles. However, annotation of such trajectories based only on explicit rules (i.e. knowledge-based methods) may be prone to errors, such as false pos
Externí odkaz:
http://arxiv.org/abs/2108.03217
Publikováno v:
In Engineering Applications of Artificial Intelligence August 2022 113
Publikováno v:
In International Journal of Surgery November 2019 71:91-99
Autor:
Aronsson, Linus, Ansari, Daniel, Andersson, Bodil, Persson, Ulf, Fridhammar, Adam, Andersson, Roland
Publikováno v:
In HPB December 2018 20(12):1206-1214
Autor:
Ekström, Eva, Ansari, Daniel, Williamsson, Caroline, Andersson, Roland, Tingstedt, Bobby, Aronsson, Linus, Nilsson, Johan, Andersson, Bodil
Publikováno v:
In International Journal of Surgery December 2017 48:116-121
In this paper, we propose a generic framework for active clustering with queries for pairwise similarities between objects. First, the pairwise similarities can be any positive or negative number, yielding full flexibility in the type of feedback tha
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fb11b5cbda2440073b6109ec27ef546e
http://arxiv.org/abs/2302.10295
http://arxiv.org/abs/2302.10295