Presenter: Eliana PastorMonday, October 5th, 2020 17:30Location: Microsoft Teams – click here to join Eliana Pastor: X-PLAIN: Inspecting black box models via local explanations Many high-performance machine learning methods produce black box models, which do not disclose their internal logic yielding the prediction. However, in many application domains understanding the […]
SmartTalks
8 posts
Welcome to SmartTalks!
SmartTalks are webinars in which the PhD students of the SmartData@PoliTO center present their research work. They will be held on Mondays at 4:30 PM CEST every two weeks.
New announcement: PhD students that will give a SmartTalk can ask for a certificate of participation, that can account for hard-skill credits (with the approval of their PhD board). Each student will get accredited 2 hours for every talk he/she gives, and 0.5 hour for each talk he/she listen to. The credits for attendance can be claimed only if the student also gives a talk. The certificates will be provided at the end of each year.
Check the continuously update schedule here!
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 […]