Data Science Vilnius Meetup + Artificial Intelligence Group Meetup #8

REGISTRATION REQUIRED:
https://www.eventbrite.com/e/artificial-intelligence-group-meetup-8-tickets-46068185182

This event is co-hosted with Artificial Intelligence Group Meetup
https://www.meetup.com/Artificial-Intelligence-Group/

Agenda:

18:00 - Doors Open

18:30 - Intro - Audrius Zujus (CTO @ BPTI)

18:40 - Ramune Sabaniene (Head of Advanced Analytics Sunday.dk | Head of Sunday.dk-LT site) - Mortgage. Online. Today.

19:00 - Break - Food and Snacks Time! Sponsored by Danske Bank (https://danskebank.lt/)

19:20 - Zygimantas Medelis (CEO @ TokenMill) - Using AI to find hidden relationships

19:40 - Juozas Vaicenavicius (Machine Learning researcher, PhD) - Uncertainty modelling in deep learning

Deep Learning has been incredibly successful in a wide range of tasks from computer vision to natural language processing. With enough training data available, these models typically perform well most of the time. Even when they fail, in popular applications, failure is not too costly, e.g. an irrelevant add served on a website or a blurry photo due to autofocus missing a face. However, in safety-critical application domains such as autonomous driving, failures are prohibitively costly, and different thinking is required. For deep learning to be successful in safety-critical applications, we need to equip these models with a sense of uncertainty and self-doubt. In the meetup, we will look into different types of uncertainty arising in deep learning, approaches to model and quantify them, as well as inherent challenges.

For those who can't attend the event, you can watch the live stream, it will be posted to this event page once the streaming starts.

All talks are going to be in English. Some drinks and food will be provided, but please keep the place nice and tidy. :)