Ville Hyvönen

11 papers A* 2Journal 7Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	LEMUR: Learned Multi-Vector Retrieval. CoRR Elias Jääsaari, Ville Hyvönen, Teemu Roos
2025	J	`jnl`	VIBE: Vector Index Benchmark for Embeddings. CoRR Elias Jääsaari, Ville Hyvönen, Matteo Ceccarello, Teemu Roos, Martin Aumüller
2024	J	`jnl`	A Multilabel Classification Framework for Approximate Nearest Neighbor Search. J. Mach. Learn. Res. Ville Hyvönen, Elias Jääsaari, Teemu Roos
2024	A*	`conf`	LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor Search. NeurIPS Elias Jääsaari, Ville Hyvönen, Teemu Roos
2024	J	`jnl`	LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor Search. CoRR Elias Jääsaari, Ville Hyvönen, Teemu Roos
2022	A*	`conf`	A Multilabel Classification Framework for Approximate Nearest Neighbor Search. NeurIPS Ville Hyvönen, Elias Jääsaari, Teemu Roos
2019	—	`conf`	Efficient Autotuning of Hyperparameters in Approximate Nearest Neighbor Search. PAKDD (2) Elias Jääsaari, Ville Hyvönen, Teemu Roos
2019	J	`jnl`	Supervised Learning Approach to Approximate Nearest Neighbor Search. CoRR Ville Hyvönen, Elias Jääsaari, Teemu Roos
2018	J	`jnl`	Efficient Autotuning of Hyperparameters in Approximate Nearest Neighbor Search. CoRR Elias Jääsaari, Ville Hyvönen, Teemu Roos
2016	—	`conf`	Fast nearest neighbor search through sparse random projections and voting. IEEE BigData Ville Hyvönen, Teemu Pitkänen, Sotiris K. Tasoulis, Elias Jaasaari, Risto Tuomainen, Liang Wang, Jukka Corander, Teemu Roos
2015	J	`jnl`	Fast k-NN search. CoRR Ville Hyvönen, Teemu Pitkänen, Sotiris K. Tasoulis, Liang Wang, Teemu Roos, Jukka Corander