Research output per year
Research output per year
Personal profile
Education/Academic qualification
Master's degree, Natural Sciences, Panepistimio Ioanninon
Award Date: 12 Jul 2017
Fingerprint
Dive into the research topics where Antonis Matakos is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Fair Column Subset Selection
Matakos, A., Ordozgoiti, B. & Thejaswi, S., 25 Aug 2024, KDD 2024 - Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. ACM, p. 2189-2199 11 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access -
Generalized Leverage Scores: Geometric Interpretation and Applications
Ordozgoiti, B., Matakos, A. & Gionis, A., 2022, Proceedings of the 39th International Conference on Machine Learning. JMLR, p. 17056-17070 (Proceedings of Machine Learning Research ; vol. 162).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile2 Citations (Scopus)41 Downloads (Pure) -
Maximizing the Diversity of Exposure in a Social Network
Matakos, A., Aslay, C., Galbrun, E. & Gionis, A., 2022, In: IEEE Transactions on Knowledge and Data Engineering. 34, 9, p. 4357-4370Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile14 Citations (Scopus)233 Downloads (Pure) -
Provable randomized rounding for minimum-similarity diversification
Ordozgoiti, B., Mahadevan, A., Matakos, A. & Gionis, A., Mar 2022, In: Data Mining and Knowledge Discovery. 36, 2, p. 709-738Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile69 Downloads (Pure) -
Social Media for Social Good: Models and Algorithms
Matakos, A., 2022, Aalto University. 197 p.Research output: Thesis › Doctoral Thesis › Collection of Articles
Open Access
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STN SHIELD DECA / Kivelä: Promoting human security and trust: Changing epistemic rights in the age of algorithms (ERA)
Kivelä, M. (Principal investigator), Faqeeh, A. (Project Member), Matakos, A. (Project Member), Badie Modiri, A. (Project Member) & Malkamäki, A. (Project Member)
01/10/2022 → 30/09/2025
Project: Academy of Finland: Strategic research funding
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MLDB: Model Management Systems: Machine learning meets Database Systems
Gionis, A. (Principal investigator), Aslay, C. (Project Member), Ciaperoni, M. (Project Member), Xiao, H. (Project Member), Matakos, A. (Project Member) & Muniyappa, S. (Project Member)
01/09/2019 → 31/08/2023
Project: Academy of Finland: Other research funding
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Network structure from group response
Xiao, H. (Project Member), Gionis, A. (Principal investigator), Garimella, K. (Project Member), Vitale, F. (Project Member), Parotsidis, N. (Project Member), Zhang, G. (Project Member), Rozenshtein, P. (Project Member), Galbrun, E. (Project Member), Tatti, N. (Project Member), Scepanovic, S. (Project Member), Matakos, A. (Project Member) & Muniyappa, S. (Project Member)
01/09/2015 → 31/08/2019
Project: Academy of Finland: Other research funding
Datasets
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STC datasets
Matakos, A. (Creator), Harvard Dataverse, 1 Jan 2020
DOI: 10.7910/dvn/2sh38f, https://dataverse.harvard.edu/citation?persistentId=doi:10.7910/DVN/2SH38F
Dataset