1. CANDELA Rosa
  2. CANDELA Rosa
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CANDELA Rosa

Thesis

Candela, Rosa

Robust and scalable probabilistic machine learning methods with applications to the airline industry

Thesis
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Conference

Candela, Rosa; Michiardi, Pietro; Filippone, Maurizio; Zuluaga, Maria A

Model monitoring and dynamic model selection in travel time-series forecasting

ECML-PKDD 2020, The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 14-18 September 2020, Ghent, Belgium (Virtual Conference)
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DOI
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Conference

Franzese, Giulio; Candela, Rosa; Milios, Dimitrios; Filippone, Maurizio; Michiardi, Pietro

Isotropic SGD: a practical approach to Bayesian posterior sampling

Submitted on ArXiV, 9 June 2020
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ARXIV
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Conference

Candela, Rosa; Franzese, Giulio; Filippone, Maurizio; Michiardi, Pietro

Sparsification as a remedy for staleness in distributed asynchronous SGD

Submitted on ArXiv, 21 October 2019
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ARXIV
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Patent

Candela, Rosa; Zuluaga, Maria A.; Michiardi, Pietro; Filippone, Maurizio

Predicting error metrics of time-series forecasting

Research disclosure database number: 664052; 16 July 2019
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Poster / Demo

Candela, Rosa; Zuluaga, Maria A.; Michiardi, Pietro; Filippone, Maurizio

Predicting error metrics of time-series forecasting

MOMI 2019, Phd Seminar sur "Le Monde des Mathématiques Industrielles", 25-26 February 2019, Sophia Antipolis, France
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Poster / Demo

Candela, Rosa; Michiardi, Pietro; Filippone, Maurizio

Insights into distributed variational inference for Bayesian deep learning

ISBA 2018, ISBA World Meeting, 24-29 June 2018, Edinburgh, UK
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