Davide Cacciarelli

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 10

Top Topics

Selective Sampling

Active Learning

Top Venues

Knowl. Based Syst.

Comput. Chem. Eng.

Publications

Davide Cacciarelli, Murat Kulahci, John Sølve Tyssedal
Robust online active learning. Qual. Reliab. Eng. Int. 40 (1) (2024)
Davide Cacciarelli, Murat Kulahci
Active learning for data streams: a survey. Mach. Learn. 113 (1) (2024)
Dani Manjah, Davide Cacciarelli, Christophe De Vleeschouwer, Benoît Macq
Camera clustering for scalable stream-based active distillation. CoRR (2024)
Davide Cacciarelli, Murat Kulahci, John Sølve Tyssedal
Robust online active learning. CoRR (2023)
Dani Manjah, Davide Cacciarelli, Mohamed Benkedadra, Baptiste Standaert, Gauthier Rotsart De Hertaing, Benoît Macq, Stéphane Galland, Christophe De Vleeschouwer
Stream-Based Active Distillation for Scalable Model Deployment. CVPR Workshops (2023)
Davide Cacciarelli, Murat Kulahci
A survey on online active learning. CoRR (2023)
Davide Cacciarelli, Murat Kulahci, John Sølve Tyssedal
Stream-based active learning with linear models. Knowl. Based Syst. 254 (2022)
Davide Cacciarelli, Murat Kulahci, John Tyssedal
Online Active Learning for Soft Sensor Development using Semi-Supervised Autoencoders. CoRR (2022)
Davide Cacciarelli, Murat Kulahci
A novel fault detection and diagnosis approach based on orthogonal autoencoders. Comput. Chem. Eng. 163 (2022)
Davide Cacciarelli, Murat Kulahci, John Sølve Tyssedal
Stream-based active learning with linear models. CoRR (2022)