Ville Hyvönen

According to our database, Ville Hyvönen authored at least 9 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Elicitation-Augmented Bayesian Optimization.

Alvar Haltia, Ville Hyvönen, Samuel Kaski

CoRR, May, 2026

LEMUR: Learned Multi-Vector Retrieval.

Elias Jääsaari, Ville Hyvönen, Teemu Roos

CoRR, January, 2026

2025

VIBE: Vector Index Benchmark for Embeddings.

Elias Jääsaari, Ville Hyvönen, Matteo Ceccarello, Teemu Roos, Martin Aumüller

CoRR, May, 2025

2024

LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor Search.

Elias Jääsaari, Ville Hyvönen, Teemu Roos

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2022

A Multilabel Classification Framework for Approximate Nearest Neighbor Search.

Ville Hyvönen, Elias Jääsaari, Teemu Roos

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2019

Supervised Learning Approach to Approximate Nearest Neighbor Search.

Ville Hyvönen, Elias Jääsaari, Teemu Roos

CoRR, 2019

Efficient Autotuning of Hyperparameters in Approximate Nearest Neighbor Search.

Elias Jääsaari, Ville Hyvönen, Teemu Roos

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

2016

Fast nearest neighbor search through sparse random projections and voting.

Ville Hyvönen, Teemu Pitkänen, Sotiris K. Tasoulis, Elias Jaasaari, Risto Tuomainen, Liang Wang, Jukka Corander, Teemu Roos

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

Fast k-NN search.

Ville Hyvönen, Teemu Pitkänen, Sotiris K. Tasoulis, Liang Wang, Teemu Roos, Jukka Corander

CoRR, 2015