Next Department 3 seminar will take place on Monday, 8th March at 10am with two presentations. 10h00: De l'évaluation des performances Wi-Fi à la mobilité contrôlée pour les réseaux de drones, par Rémy Grünblatt (INRIA Inria Lille - Nord Europe) From Wi-Fi performance evaluation to controlled mobility for drone networks Mobility in telecommunication networks is often seen as a hassle that needs to be dealt with: a mobile wireless device has to adapt is trans-mission parameters in order to remain…
Find out more »Les Journées Nationales de l’Informatique Mathématique (JNIM) sont organisées chaque année par le GDR IM (Informatique Mathématique). C’est une occasion d'information et d'échange annuelle entre les chercheurs du GDR et de la discipline. Elles auront lieu du 23 au 26 mars. Inscriptions gratuites et obligatoires avant le 18 mars. Programme complet sur le site de la conférence.
Find out more »Machine learning has been used to aid decision-making in several domains, from healthcare to finance. Understanding the decision process of ML models is paramount in high-stakes decisions that impact people’s lives, otherwise, loss of control and lack of trust may arise. Often, these decisions have a sequential nature. For instance, the transaction history of a credit card must be considered when predicting the risk of fraud of the most recent transaction Although RNNs are state-of-the-art models for many sequential decision-making…
Find out more »The first webinar of LUE IMPACT project DigiTrust will take place on Thursday, 25th March at 4pm. Professor Alfredo Cuzzocrea, Excellence Chair in Computer engineering financed by DigiTrust, will give a presentation entitled “Privacy-Preserving Big Data Management and Analytics in Distributed Environments: Models, Issues, Proposals” The webinar will take place on Teams. Abstract: Nowadays, big data management and analytics is gaining momentum within the research community. Basically, the main issue with big data management concerns with effectively and efficiently managing massive big…
Find out more »Evaluating local explanation methods is a difficult task due to the lack of a shared and universally accepted definition of explanation. In the literature, one of the most common ways to assess the performance of an explanation method is to measure the fidelity of the explanation with respect to the classification of a black box model adopted by an Artificial Intelligent system for making a decision. However, this kind of evaluation only measures the degree of adherence of the local…
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