Louis Filstroff

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 17

Top Topics

Matrix Factorization

Bayesian Decision

Expert Knowledge

Top Venues

Publications

Louis Filstroff, Iiris Sundin, Petrus Mikkola, Aleksei Tiulpin, Juuso Kylmäoja, Samuel Kaski
Targeted Active Learning for Bayesian Decision-Making. Trans. Mach. Learn. Res. 2024 (2024)
Petrus Mikkola, Julien Martinelli, Louis Filstroff, Samuel Kaski
Multi-Fidelity Bayesian Optimization with Unreliable Information Sources. AISTATS (2023)
Julien Martinelli, Ayush Bharti, S. T. John, Armi Tiihonen, Sabina Sloman, Louis Filstroff, Samuel Kaski
Cost-aware learning of relevant contextual variables within Bayesian optimization. CoRR (2023)
Ayush Bharti, Louis Filstroff, Samuel Kaski
Approximate Bayesian Computation with Domain Expert in the Loop. ICML (2022)
Daolang Huang, Louis Filstroff, Petrus Mikkola, Runkai Zheng, Samuel Kaski
Bayesian Optimization Augmented with Actively Elicited Expert Knowledge. CoRR (2022)
Petrus Mikkola, Julien Martinelli, Louis Filstroff, Samuel Kaski
Multi-Fidelity Bayesian Optimization with Unreliable Information Sources. CoRR (2022)
Ayush Bharti, Louis Filstroff, Samuel Kaski
Approximate Bayesian Computation with Domain Expert in the Loop. CoRR (2022)
Louis Filstroff, Iiris Sundin, Petrus Mikkola, Aleksei Tiulpin, Juuso Kylmäoja, Samuel Kaski
Targeted Active Learning for Bayesian Decision-Making. CoRR (2021)
Louis Filstroff, Olivier Gouvert, Cédric Févotte, Olivier Cappé
A Comparative Study of Gamma Markov Chains for Temporal Non-Negative Matrix Factorization. IEEE Trans. Signal Process. 69 (2021)
Louis Filstroff, Olivier Gouvert, Cédric Févotte, Olivier Cappé
A Comparative Study of Temporal Non-Negative Matrix Factorization with Gamma Markov Chains. CoRR (2020)
Alberto Lumbreras, Louis Filstroff, Cédric Févotte
Bayesian mean-parameterized nonnegative binary matrix factorization. Data Min. Knowl. Discov. 34 (6) (2020)
Rui Xia, Vincent Y. F. Tan, Louis Filstroff, Cédric Févotte
A Ranking Model Motivated by Nonnegative Matrix Factorization with Applications to Tennis Tournaments. CoRR (2019)
Rui Xia, Vincent Y. F. Tan, Louis Filstroff, Cédric Févotte
A Ranking Model Motivated by Nonnegative Matrix Factorization with Applications to Tennis Tournaments. ECML/PKDD (3) (2019)
Louis Filstroff, Alberto Lumbreras, Cédric Févotte
Closed-form Marginal Likelihood in Gamma-Poisson Matrix Factorization. ICML (2018)
Louis Filstroff, Alberto Lumbreras, Cédric Févotte
Closed-form marginal likelihood in Gamma-Poisson factorization. CoRR (2018)
Théo Taburet, Louis Filstroff, Patrick Bas, Wadih Sawaya
An Empirical Study of Steganography and Steganalysis of Color Images in the JPEG Domain. IWDW (2018)
Alberto Lumbreras, Louis Filstroff, Cédric Févotte
Bayesian Mean-parameterized Nonnegative Binary Matrix Factorization. CoRR (2018)