Interpretability and explainability in machine learning

Interpretability and explainability in machine learning

Interpretability and explainability in machine learning. Isel Grau Garcia, TU Eindhoven onlineSeminariereeks ‘Sense & Sensibility of AI‘ de samenvatting volgt hier binnenkort Isel Grau Garcia Praktisch When: TBD Locatie: online Contact: Laura Alonsolaura.alonsopadula@vaia.be Taal: Engels Doelgroep: onderzoekers met inzicht in de technische aspecten van AI & machine learning Inschrijven? Voorwaarden: masterdiploma Prijs: gratis Check je…

Kernel Machines for Dynamical Systems Modelling

Kernel Machines for Dynamical Systems Modelling

Kernel Machines for Dynamical Systems Modelling 21 april 2022, Leuven & onlineAI for Times Series seminarie, door Johan Suykens (KU Leuven ESAT/STADIUS)VAIA, Flanders AI Research & KU Leuven STADIUS abstract will follow shortly Johan Suykens Johan A.K. Suykens was born in Willebroek Belgium, May 18 1966. He received the master degree in Electro-Mechanical Engineering and…

Semi-Supervised Guided Deep Learning to Automatically Add Semantics to Time Series

Semi-Supervised Guided Deep Learning to Automatically Add Semantics to Time Series

Semi-Supervised Guided Deep Learning to Automatically Add Semantics to Time Series 24 maart 2022, Leuven & onlineAI for Times Series seminarie, door Peter Karsmakers (KU Leuven DTAI, Geel Campus)VAIA, Flanders AI Research & KU Leuven STADIUS A deep neural network model typically is learned solely from data in the form of input-output pairs, ignoring domain…

Multi-view Analysis of Temporal Data

Multi-view Analysis of Temporal Data

Multi-view Analysis of Temporal Data 10 maart 2022, Leuven & onlineAI for Times Series seminarie, door Elena Tsiporkova (Sirris)VAIA, Flanders AI Research & KU Leuven STADIUS Multi-view data analysis approaches are attracting more and more attention recently due to the increasing availability of multi-source data in real-world applications, e.g. continuous monitoring of the operation of…

Seizure Detection with Wearable Devices and AI

Seizure Detection with Wearable Devices and AI

Seizure Detection with Wearable Devices and AI 24 februari 2022, Leuven & onlineAI for Times Series seminarie, door Christos Chatzichristos (KU Leuven / Janssen Pharmaceutica)VAIA, Flanders AI Research & KU Leuven STADIUS Tracking seizures is crucial for epilepsy monitoring and treatment evaluation. Current epilepsy care relies on caretaker or patient seizure diaries, but often many…

Fairness and Bias in Natural Language Processing

Fairness and Bias in Natural Language Processing

Fairness and Bias in Natural Language Processing 15 & 16 maart 2022, LeuvenmasterclassVAIA – KU Leuven Hoe kan je Natural Language Processing inzetten en toch faire algoritmes opstellen, en dus vermijden dat de (historische) vooroordelen uit onze maatschappij worden meegenomen? Natural Language Processing, of NLP, wint aan populariteit en duikt ook steeds meer op in…