Presenter: Thomas FavaleMonday, October 19th, 2020 17:30Location: Microsoft Teams – click here to join Thomas Favale: ⍺-MON: Anonymized Passive Traffic Monitoring Packet measurements are essential for several applications, such as cyber-security, accounting and troubleshooting. They, however, threaten privacy by exposing sensitive informa- tion. Anonymization has been the answer to this […]
SmartTalks
Presenter: Andrea PasiniMonday, September 21st, 2020 16:30Location: Microsoft Teams – click here to join Andrea Pasini: Semantic Image Collection Summarization with Frequent Subgraph Mining Every day we generate large amounts of images and videos, including personal galleries, product catalogues and social data. Image collection summarization, with the aim of displaying […]
Presenter: Mirko PieropanWednesday, July 29th, 2020 16:30Location: Microsoft Teams – click here to join Mirko Pieropan: Expectation Propagation for the diluted Bayesian classifier Neural networks can learn a classification rule from examples by adapting their synaptic weights and are able to generalize to previously unseen data. We consider a diluted […]
Presenter: Alessandro De GregorioMonday, July 20th, 2020 16:30Location: Microsoft Teams – click here to join Alessandro De Gregorio: Coarse isometry for finite metric spaces Finite metric spaces are the object of study in many data analysis problems. We examine the concept of coarse isometry between finite metric spaces, to analyze […]
Presenter: Andrea Bordone MoliniMonday, July 6th, 2020 16:30Location: Microsoft Teams – click here to join Abstract Information extraction from synthetic aperture radar (SAR) images is heavily impaired by speckle noise, hence despeckling is a crucial preliminary step in scene analysis algorithms. The recent success of deep learning promises a new […]
Presenter: Michele CoccaMonday, June 22nd, 2020 16:30Location: Microsoft Teams – click here to join Michele Cocca: Data-driven allocation of Amazon’s sort centers The core of Amazon’s success is the efficient design and management of its delivery network. To reach this level of QoS, the scientific approach behind the freight delivery […]
Presenters: Antonio Mastropietro & Francesco Della SantaMonday, May 8th, 2020 16:30Location: Microsoft Teams – click here to join Antonio Mastropietro: Layer-Wise Relevance Propagation for Deep Learning Surrogate Model investigation Nowadays engineering applications involve the use of computationally heavy simulations to solve dynamical systems that model a given physical phenomenon. By […]
Presenter: Francesca SoroMonday, May 25th, 2020 16:30Location: Microsoft Teams – click here to join Darknets are ranges of IP addresses advertised without answering any traffic. Darknets help to uncover interesting network events, such as misconfigurations and network scans. Interpreting darknet traffic helps against cyber-attacks — e.g., malware often reaches darknets […]