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High-Performance Graph Algorithms (Dagstuhl Seminar 18241)

Henning Meyerhenke, Richard Peng, Ilya Safro, Michael Wagner
2018 Dagstuhl Reports  
From a high-level perspective, one can divide the presentations into two categories: either more focused on algorithm theory or more focused on practical algorithmic results.  ...  The seminar reflected the ongoing qualitative change how graph algorithms are used in practice due to (i) the complex structure of graphs in new and emerging applications, (ii) the size of typical inputs  ...  IEEE International Conference on Data Mining, ICDM 2017, New Orleans, LA, USA, November 18-21, 2017, pp. 405-414, IEEE Computer Society, 2017.  ... 
doi:10.4230/dagrep.8.6.19 dblp:journals/dagstuhl-reports/MeyerhenkePS18 fatcat:nbodjldinjgq7eahxl6obpaqie

A Survey of Deep Active Learning [article]

Pengzhen Ren, Yun Xiao, Xiaojun Chang, Po-Yao Huang, Zhihui Li, Brij B. Gupta, Xiaojiang Chen, Xin Wang
2021 arXiv   pre-print
Deep learning (DL) is greedy for data and requires a large amount of data supply to optimize massive parameters, so that the model learns how to extract high-quality features.  ...  In recent years, due to the rapid development of internet technology, we are in an era of information torrents and we have massive amounts of data.  ...  In 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019, San Diego, CA, USA, November 18-21, 2019.  ... 
arXiv:2009.00236v2 fatcat:zuk2doushzhlfaufcyhoktxj7e

Sub-linear Regret Bounds for Bayesian Optimisation in Unknown Search Spaces [article]

Hung Tran-The, Sunil Gupta, Santu Rana, Huong Ha, Svetha Venkatesh
2020 arXiv   pre-print
To this end, we propose a novel BO algorithm which expands (and shifts) the search space over iterations based on controlling the expansion rate thought a hyperharmonic series.  ...  In 2017 IEEE International Conference on Data Mining, ICDM 2017, New Orleans, LA, USA, November 18-21, 2017, pages 347-356, 2017. doi: 10.1109/ICDM. 2017.44.  ...  In Proceedings of the 32Nd International Conference on Neural Information Processing Systems, NIPS'18, pages 9019-9030, USA, 2018. Curran Associates Inc.  ... 
arXiv:2009.02539v4 fatcat:csoqxbi62vdxxgbefxmmh2uqhu

HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning

Mingyu Derek Ma, Muhao Chen, Te-Lin Wu, Nanyun Peng
2021 Findings of the Association for Computational Linguistics: EMNLP 2021   unpublished
In 2020 IEEE International Conference on Data Mining (ICDM), pages 721–730. IEEE. Shuo Yang, Lei Zou, Zhongyuan Wang, Jun Yan, and Ji-Rong Wen. 2017.  ...  Orleans, LA, USA, May 6-9, 2019.  ... 
doi:10.18653/v1/2021.findings-emnlp.353 fatcat:77n6w46xgbflfmsgclc7w5se3a

Διερεύνηση της γεωλογικής δομής και της τεκτονικής παραμόρφωσης της Σερβομακεδονικής Μάζας στα όρη των Κερδυλλίων και Βερτίσκου (Βόρεια Ελλάδα)

Αναστάσιος Π. Πλούγαρλης
2020
In recent decades, an effort has been made to review the region occupied by the Hellenic Hinterland, based on laboratory results such as geochemical analyses, radio dating, etc., while classical field  ...  In IEEE International Conference on Data Mining, ICDM 2018, Singapore, November 17-20, 2018, pages 597–606. IEEE Computer Society. Yue Wang, Jing Li, Hou Pong Chan, Irwin King, Michael R.  ...  In Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August 24-27, 2008, pages 213–220.  ... 
doi:10.26262/heal.auth.ir.327189 fatcat:snneggenqzdnvbl7kn7zpztqqq

Mapping (Dis-)Information Flow about the MH17 Plane Crash

Mareike Hartmann, Yevgeniy Golovchenko, Isabelle Augenstein
2019 Proceedings of the Second Workshop on Natural Language Processing for Internet Freedom: Censorship, Disinformation, and Propaganda   unpublished
used in this fragment (18-way classification task).  ...  We further featured a shared task on the identification of propaganda in news articles. The task included two subtasks with different levels of complexity.  ...  The corpus for the task was annotated by A Data Pro, 7 a company that performs high-quality manual annotations.  ... 
doi:10.18653/v1/d19-5006 fatcat:77l3dndrkvfmlhjt6qvnrassgi