Special Issue: Foundations of Data Science
ISSN:
0885-6125 (Print)
1573-0565 (Online)
In this topical collection (29 articles)
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OriginalPaper
SAMBA: safe model-based & active reinforcement learning
Alexander I. Cowen-Rivers, Daniel Palenicek, Vincent Moens… Pages 173-203 -
OriginalPaper
Time-aware tensor decomposition for sparse tensors
Dawon Ahn, Jun-Gi Jang, U Kang Pages 1409-1430 -
OriginalPaper
ZipLine: an optimized algorithm for the elastic bulk synchronous parallel model
Xing Zhao, Manos Papagelis, Aijun An, Bao Xin Chen, Junfeng Liu… Pages 2867-2903 -
OriginalPaper
Conditional t-SNE: more informative t-SNE embeddings
Bo Kang, Darío García García, Jefrey Lijffijt, Raúl Santos-Rodríguez… Pages 2905-2940 -
OriginalPaper
MLife: a lite framework for machine learning lifecycle initialization
Cong Yang, Wenfeng Wang, Yunhui Zhang, Zhikai Zhang, Lina Shen… Pages 2993-3013 -
OriginalPaper
Tensor decision trees for continual learning from drifting data streams
Bartosz Krawczyk Pages 3015-3035 -
OriginalPaper
Misalignment problem in matrix decomposition with missing values
Sofia Fernandes, Mário Antunes, Diogo Gomes, Rui L. Aguiar Pages 3157-3175
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