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Marco Federici
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Genetic algorithms for hyperparameter optimization in predictive business process monitoring
C Di Francescomarino, M Dumas, M Federici, C Ghidini, FM Maggi, ...
Information Systems 74, 67-83, 2018
782018
Learning robust representations via multi-view information bottleneck
M Federici, A Dutta, P Forré, N Kushman, Z Akata
arXiv preprint arXiv:2002.07017, 2020
762020
An unsupervised aspect extraction strategy for monitoring real-time reviews stream
M Dragoni, M Federici, A Rexha
Information processing & management 56 (3), 1103-1118, 2019
652019
Predictive business process monitoring framework with hyperparameter optimization
CD Francescomarino, M Dumas, M Federici, C Ghidini, FM Maggi, ...
International conference on advanced information systems engineering, 361-376, 2016
502016
A knowledge-based approach for aspect-based opinion mining
M Federici, M Dragoni
Semantic Web Evaluation Challenge, 141-152, 2016
342016
Towards Unsupervised Approaches For Aspects Extraction.
M Federici, M Dragoni
EMSA-RMed@ ESWC, 2016
192016
Improved bayesian compression
M Federici, K Ullrich, M Welling
arXiv preprint arXiv:1711.06494, 2017
182017
A Branching Strategy For Unsupervised Aspect-based Sentiment Analysis.
M Federici, M Dragoni
EMSASW@ ESWC, 2017
132017
A ProM Operational Support Provider for Predictive Monitoring of Business Processes.
M Federici, W Rizzi, C Di Francescomarino, M Dumas, C Ghidini, ...
BPM (Demos), 1-5, 2015
92015
ReUS: a real-time unsupervised system for monitoring opinion streams
M Dragoni, M Federici, A Rexha
Cognitive Computation 11 (4), 469-488, 2019
82019
Aspect-based opinion mining using knowledge bases
M Federici, M Dragoni
Semantic Web Evaluation Challenge, 133-147, 2017
72017
An information-theoretic approach to distribution shifts
M Federici, R Tomioka, P Forré
Advances in Neural Information Processing Systems 34, 17628-17641, 2021
32021
A Bayesian Approach to Invariant Deep Neural Networks
N Mourdoukoutas, M Federici, G Pantalos, M van der Wilk, V Fortuin
arXiv preprint arXiv:2107.09301, 2021
12021
The KABSA System at ESWC-2018 Challenge on Semantic Sentiment Analysis
M Federici, M Dragoni
Semantic Web Evaluation Challenge, 151-166, 2018
12018
Compositional Mixture Representations for Vision and Text
S Alaniz, M Federici, Z Akata
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
2022
Towards Lightweight Controllable Audio Synthesis with Conditional Implicit Neural Representations
J Zuiderveld, M Federici, EJ Bekkers
arXiv preprint arXiv:2111.08462, 2021
2021
Unsupervised Aspect Extraction Strategies for Supporting Opinion Monitoring
A Rexha, M Dragoni, M Federici
Information processing & management, 2018
2018
ReUS: A Real-Time Unsupervised System For Monitoring Opinion Streams
A Rexha, M Dragoni, M Federici
Cognitive Computing, 2018
2018
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Articles 1–18