Presenter: Lorenzo PeriniMonday, March 1st, 2021 17:30Location: Microsoft Teams – click here to join Lorenzo Perini: Quantifying the confidence of anomaly detectors in their example-wise predictions Anomaly detection focuses on identifying examples in the data that somehow deviate from what is expected or typical. Algorithms for this task usually assign […]
SmartTalks
16 posts
Welcome to the SmartTalks!
Our webinars will happen on Mondays at 5:30 PM.
Talks will last between 20 to 40 minutes based on the stage of development of the research project that will be presented and will be followed by 10 minutes of Q&A.
Smart Talks are organized in collaboration with the IEEE Student Branch and with the Mu Nu Chapter of IEEE – HKN.
More information at https://smartdata.polito.it/category/smarttalks/
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 academic year. Please, access to a talk using the Microsoft Team institutional account.
Current chairs and organizers (since October 2020):
Vittorio Mazzia and Daniele Apiletti.
Past chairs (May – September 2020): Mirko Pieropan and Alessandro De Gregorio.
Presenter: Pinky KumawatMonday, February 15th, 2021 17:30Location: Microsoft Teams – click here to join Pinky Kumawat: Use of digitisation for “smart” travel data collection Travel surveys and other traditional methods have been used for collecting mobility data since 1930s. Those surveys have been so far the most reliable approaches to […]
Presenter: Vittorio MazziaMonday, February 1st, 2021 17:30Location: Microsoft Teams – click here to join Vittorio Mazzia: Capsule Based Networks, Next Evolution of Convolutional Neural Networks? Deep convolutional neural networks (CNNs), assisted by architectural design strategies, make large use of data augmentation techniques and layers with a high number of feature […]
Presenter: Marco GuerraMonday, January 18th, 2021 17:30Location: Microsoft Teams – click here to join Marco Guerra: Simplicial Spectral Theory Simplicial complexes are often understood as a higher-dimensional generalization of graphs. The rich topological theory of which they form the foundation has recently tempted researchers to revisit many apparently disconnected concepts […]
Presenter: Nicola PretteMonday, December 14th, 2020 17:30Location: Microsoft Teams – click here to join Nicola Prette: Deep Inter Prediction Enhancement for Video Compression In this work a Neural Network is employed for improving the performances of the HEVC Video Compression standard. This is achieved by using the network for improving […]
Presenter: Marilisa MontemurroMonday, November 30th, 2020 17:30Location: Microsoft Teams – click here to join Marilisa Montemurro: Effective Evaluation of Clustering Algorithms on Single-Cell CNA data Clustering methods are increasingly applied to single-cell DNA sequencing (scDNAseq) data to infer the subclonal structure of cancer. However, the complexity of these data exacerbates […]
Presenter: Alessandro DestefanisMonday, November 16th, 2020 17:30Location: Microsoft Teams – click here to join Alessandro Destefanis: Airbnb Adoption Process From Home-Owners Perspective In Italian Market Sharing economy platforms have seen impressive growth in the last years, both in terms of the number and value of transactions and the variety of […]
Presenter: Moreno La QuatraMonday, November 2nd, 2020 17:30Location: Microsoft Teams – click here to join Moreno La Quatra: Extractive Timeline Summarization by means of Deep Natural Language Processing The large-scale diffusion of the World Wide Web has led to a sudden increase in the amount of published news content. While […]
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 […]
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 […]