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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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Collaborations and top research areas from the last five years
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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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A generalized Cheeger inequality
Koutis, I., Miller, G. & Peng, R., May 15 2023, In: Linear Algebra and Its Applications. 665, p. 139-152 14 p.Research output: Contribution to journal › Article › peer-review
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SpecPart: A supervised spectral framework for hypergraph partitioning solution improvement
Bustany, I., Kahng, A. B., Koutis, I., Pramanik, B. & Wang, Z., Oct 30 2022, Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2022. Institute of Electrical and Electronics Engineers Inc., 13. (IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
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
3 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
9 Scopus citations