December 2022
Abstract: Lack of data and annotations has been the showstopper for machine learning projects when I started my PhD and 15 years later it still is. In my talk, I will give a brief overview of recent models we developed for weakly- and semi supervised as well as for active learning. In addition, we will analyze…
More details to follow. ***Want to attend one of our events? Sign up here. To get regular updates, subscribe to our mailing list from this page. This talk will take place in person at SCIoI.
***Want to attend one of our events? Sign up here. To get regular updates, subscribe to our mailing list from this page. This talk will take place in person at SCIoI.
January 2023
Abstract: In groups of agents learning how to solve a common task, interaction and knowledge transfer between agents is important and can vary depending on network topology. Heterogeneity is one of the key principles that influences the type and quality of interaction between learning agents. Different learning strategies and behaviors can be a driving factor for…
More details to follow. This talk will take place in person at SCIoI. ***Want to attend one of our events? Sign up here. To get regular updates, subscribe to our mailing list from this page.
Abstract: From writing essays to evaluating potential hires, machines are doing a lot these days. In all spheres of life, it seems that machines are being delegated more and more decisions. Some of these machines are being delegated decisions that could have significant impact on human lives.Examples of such machines which have caused such impact are…
February 2023
More details to follow. This talk will take place in person at SCIoI. ***Want to attend one of our events? Sign up here. To get regular updates, subscribe to our mailing list from this page.
Abstract: The capabilities of AI systems are improving rapidly, and these systems are being deployed in increasingly complex and high-stakes contexts, from self-driving cars to the detection of medical conditions. As the importance of AI grows, so too does the need for robust evaluation. If we want to determine the extent to which systems are safe,…