IEEE Symposium on Deep Learning (IEEE DL’21) @ SSCI 2021.
DL is a symposium in the IEEE Symposium Series on Computational Intelligence, December 4-7, 2021 Orlando, Florida, USA.
Special Session on “Complex Data: Learning Trustworthily, Automatically, and with Guarantees” @ ESANN 2021
Organized by Luca Oneto (University of Genoa, Italy), Nicolò Navarin (University of Padua, Italy), Battista Biggio (University of Cagliari, Italy), Federico Errica (Università di Pisa, Italy), Alessio Micheli (Università di Pisa, Italy), Franco Scarselli (SAILAB – University of Siena, Italy), Monica Bianchini (SAILAB – University of Siena, Italy), Alessandro Sperduti (University of Padua, Italy)
Machine Learning (ML) achievements enabled automatic extraction of actionable information from data in a wide range of decision-making scenarios (e.g. health care, cybersecurity, and education). ML models
are nowadays ubiquitous pushing even further the process of digitalization and datafication of the real and digital world producing more and more complex and interrelated data. This demands for improving both
ML technical aspects (e.g. design and automation) and human-related metrics (e.g. fairness, robustness, privacy, and explainability), with performance guarantees at both levels.
IEEE Symposium on Deep Learning (IEEE DL’20) @ SSCI 2020.
DL is a symposium in the IEEE Symposium Series on Computational Intelligence, December 1-4, 2020 Canberra, Australia.
Special Session: Learning Representations for Structured Data @ IJCNN (WCCI) 2020
Learning Representations for Structured Data is a special session at the 2020 International Joint Conference on Neural Networks, World Congress on Computational Intelligence that will be held in Glasgow (UK), on July 19-24, 2020.
Special Session: Tensor Decompositions in Deep Learning@ ESANN 2020
DESCRIPTION: In the latter years, tensor decompositions have been gaining increasing interest in the Big Data and Machine Learning community. On the one hand, multiway data analysis provides powerful and efficient methods to address the processing of large scale and highly complex data, such as multivariate sensor signals.
IEEE Symposium on Deep Learning (IEEE DL’19) @ SSCI 2019.
DL is a symposium in the IEEE Symposium Series on Computational Intelligence, December 6-9, 2019 Xiamen, China. (more…)
Special Session: Learning Representations for Structured Data @ IJCNN 2019
Learning Representations for Structured Data is a special session at the 2019 International Joint Conference on Neural Networks(IJCNN), that will be held at the InterContinental Budapest Hotel in Budapest, Hungary on July 14-19, 2019. (more…)
Special Session: Deep learning for brain data @ IJCNN 2019
Deep learning for brain data is a special session at the 2019 International Joint Conference on Neural Networks(IJCNN), that will be held at the InterContinental Budapest Hotel in Budapest, Hungary on July 14-19, 2019.
(more…)INNS CONFERENCE ON BIG DATA AND DEEP LEARNING 2019
VENUE and ORGANIZATION The 2019 INNS Big Data and Deep Learning (INNSBDDL 2019) conference will be held in Sestri Levante, Italy, April 16-18, 2019.
The conference is organized by the International Neural Network Society, with the aim of representing an international meeting for researchers and other professionals in Big Data, Deep Learning and related areas. It will feature invited plenary talks by world-renowned speakers in the area, in addition to regular and special technical sessions with oral and poster presentations. Moreover, workshops and tutorials will also be featured.
Past Events
The following events are linked to the old version of the website. (more…)