Research output per year
Research output per year
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Dive into the research topics where Ville Hyvönen 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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LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor Search
Jääsaari, E., Hyvönen, V. & Roos, T., 2025, Advances in Neural Information Processing Systems 37 (NeurIPS 2024). Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J. & Zhang, C. (eds.). Curran Associates Inc., (Advances in Neural Information Processing Systems; vol. 37).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access -
A Multilabel Classification Framework for Approximate Nearest Neighbor Search
Hyvönen, V., Jääsaari, E. & Roos, T., Feb 2024, In: Journal of Machine Learning Research. 25, 46, p. 1-51 51 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile6 Downloads (Pure)
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LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor Search
Jääsaari, E. (Speaker), Hyvönen, V. (Speaker) & Roos, T. (Speaker)
11 Dec 2024Activity: Talk or presentation types › Conference presentation
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Conference on Neural Information Processing Systems (Event)
Hyvönen, V. (Editorial board member)
2024 → …Activity: Publication peer-review and editorial work types › Reviewer of scientific journal