Drew, Dave, Larissa and I experienced the chance to talk about the motivatons and foundations for instigating the new exploration theme of Experiential AI within a ninety moment communicate.
Enthusiastic about synthesizing the semantics of programming languages? We have a fresh paper on that, acknowledged at OOPSLA.
Is going to be speaking at the AIUK party on concepts and observe of interpretability in equipment Mastering.
I attended the SML workshop within the Black Forest, and discussed the connections amongst explainable AI and statistical relational Finding out.
We think about the issue of how generalized strategies (options with loops) is usually considered right in unbounded and steady domains.
I gave a talk on our latest NeurIPS paper in Glasgow whilst also masking other ways on the intersection of logic, Studying and tractability. Because of Oana to the invitation.
The problem we tackle is how the learning ought to be defined when There exists missing or incomplete facts, bringing about an account dependant on imprecise probabilities. Preprint here.
A journal https://vaishakbelle.com/ paper continues to be accepted on prior constraints in tractable probabilistic models, accessible around the papers tab. Congratulations Giannis!
A latest collaboration With all the NatWest Group on explainable device Understanding is discussed during the Scotsman. Backlink to report listed here. A preprint on the outcomes will be designed offered shortly.
Along with colleagues from Edinburgh and Herriot Watt, We've set out the demand a fresh exploration agenda.
Paulius' Focus on algorithmic procedures for randomly generating logic plans and probabilistic logic courses continues to be accepted towards the rules and practise of constraint programming (CP2020).
The framework is relevant to a big course of formalisms, which includes probabilistic relational models. The paper also scientific tests the synthesis issue in that context. Preprint in this article.
I gave an invited tutorial the Bath CDT Art-AI. I protected current trends and foreseeable future traits on explainable machine Understanding.
I gave a talk about the pitfalls of synthetic intelligence and investigation priorities on the International Development Modern society.