Davide Cacciarelli

Researcher, Imperial College London

Joined

April 2022

Names

Davide Cacciarelli (Preferred)

Emails

****@dtu.dk (Confirmed)

****@gmail.com (Confirmed)

****@edftrading.com (Confirmed)

Personal Links

Google Scholar

Career & Education History

Researcher

Imperial College London (imperial.ac.uk)

2024 – Present

PhD student

DTU Compute, Technical University of Denmark (dtu.dk)

2020 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

Causal Inference

2024 – Present

Time Series Forecasting

2022 – Present

Knowledge Distillation

2023 – 2025

Active Learning

2020 – 2025

Anomaly Detection

2020 – 2023

Publications

Camera clustering for scalable stream-based active distillation
Dani Manjah, Davide Cacciarelli, Christophe De Vleeschouwer, Benoît Macq
- Expert Systems with Applications
- Readers: Everyone
Stream-Based Active Distillation for Scalable Model Deployment
Dani Manjah, Davide Cacciarelli, Baptiste Standaert, Mohamed Benkedadra, Gauthier Rotsart de Hertaing, Stéphane Galland, Christophe De Vleeschouwer, Benoit Macq
- Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2023
- Readers: Everyone
Real-Time Sampling Strategies for Regression with Irrelevant Features
Davide Cacciarelli, John Sølve Tyssedal, Murat Kulahci
- International Journal of Semantic Computing
- Readers: Everyone
Stream-Based Active Learning for Regression with Dynamic Feature Selection
Davide Cacciarelli, John Solve Tyssedal, Murat Kulahci
- Proceedings of 5<sup>th</sup> International Conference on Transdisciplinary AI (TransAI)
- Readers: Everyone
Active learning for data streams: a survey
Davide Cacciarelli, Murat Kulahci
- Machine Learning
- Readers: Everyone
Hidden dimensions of the data
Davide Cacciarelli, Murat Kulahci
- Quality Engineering
- Readers: Everyone
Stream-Based Active Distillation for Scalable Model Deployment
Dani Manjah, Davide Cacciarelli, Mohamed Benkedadra, Baptiste Standaert, Gauthier Rotsart De Hertaing, Benoît Macq, Stéphane Galland, Christophe De Vleeschouwer
- Proceedings of the 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
- Readers: Everyone
Robust online active learning
Davide Cacciarelli, Murat Kulahci, John Sølve Tyssedal
- Quality and Reliability Engineering International
- Readers: Everyone
Stream-based active learning with linear models
Davide Cacciarelli, Murat Kulahci, John Sølve Tyssedal
- Knowledge-Based Systems
- Readers: Everyone
A novel fault detection and diagnosis approach based on orthogonal autoencoders
Davide Cacciarelli, Murat Kulahci
- Computers & Chemical Engineering
- Readers: Everyone

View all 11 publications