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Dive into the research topics where Ioannis Koutis is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Projects
- 1 Finished
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Ccf-Bsf: Af: Small: Collaborative Research: Practice-Friendly Theory And Algorithms For Linear Regression Problems
10/1/18 → 9/30/21
Project: Research project
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Peer learning through targeted dynamic groups formation
Wei, D., Koutis, I. & Roy, S. B., Apr 2021, Proceedings - 2021 IEEE 37th International Conference on Data Engineering, ICDE 2021. IEEE Computer Society, p. 121-132 12 p. 9458941. (Proceedings - International Conference on Data Engineering; vol. 2021-April).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations -
Spectral modification of graphs for improved spectral clustering
Koutis, I. & Le, H., 2019, In: Advances in Neural Information Processing Systems. 32Research output: Contribution to journal › Conference article › peer-review
1 Scopus citations -
Improved large-scale graph learning through ridge spectral sparsification
Calandriello, D., Koutis, I., Lazaric, A. & Valko, M., Jan 1 2018, 35th International Conference on Machine Learning, ICML 2018. Dy, J. & Krause, A. (eds.). International Machine Learning Society (IMLS), p. 1081-1090 10 p. (35th International Conference on Machine Learning, ICML 2018; vol. 2).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
5 Scopus citations -
Spectrally robust graph isomorphism
Kolla, A., Koutis, I., Madan, V. & Sinop, A. K., Jul 1 2018, 45th International Colloquium on Automata, Languages, and Programming, ICALP 2018. Kaklamanis, C., Marx, D., Chatzigiannakis, I. & Sannella, D. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 84. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 107).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Scopus citations -
Directed hamiltonicity and out-branchings via generalized laplacians
Björklund, A., Kaski, P. & Koutis, I., Jul 1 2017, 44th International Colloquium on Automata, Languages, and Programming, ICALP 2017. Muscholl, A., Indyk, P., Kuhn, F. & Chatzigiannakis, I. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 91. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 80).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
13 Scopus citations