Drew, Dave, Larissa And that i experienced the opportunity to explore the motivatons and foundations for instigating the new analysis topic of Experiential AI in a 90 minute converse.
Keen on synthesizing the semantics of programming languages? Now we have a brand new paper on that, acknowledged at OOPSLA.
Might be speaking at the AIUK party on rules and apply of interpretability in equipment Mastering.
I attended the SML workshop in the Black Forest, and discussed the connections in between explainable AI and statistical relational Discovering.
Our paper (joint with Amelie Levray) on Discovering credal sum-solution networks has been accepted to AKBC. This sort of networks, coupled with other sorts of probabilistic circuits, are appealing given that they guarantee that particular sorts of chance estimation queries could be computed in time linear in the dimensions with the community.
A consortia task on reliable units and goverance was approved late final calendar year. News backlink right here.
We have now a brand new paper approved on learning optimum linear programming aims. We choose an “implicit“ hypothesis building solution that yields good theoretical bounds. Congrats to Gini and Alex on receiving this paper approved. Preprint in this article.
A journal paper has been accepted on prior constraints in tractable probabilistic products, out there over the papers tab. Congratulations Giannis!
A the latest collaboration While using the NatWest Team on explainable machine Discovering is talked about within the https://vaishakbelle.com/ Scotsman. Connection to short article right here. A preprint on the results are going to be manufactured available Soon.
Together with colleagues from Edinburgh and Herriot Watt, We've got place out the demand a new analysis agenda.
Paulius' work on algorithmic techniques for randomly producing logic plans and probabilistic logic plans has become acknowledged for the ideas and practise of constraint programming (CP2020).
Our MLJ (2017) short article on setting up with hybrid MDPs was approved for presentation on the journal keep track of.
Should you be attending AAAI this calendar year, you might be interested in looking at our papers that touch on fairness, abstraction and generalized sum-product or service problems.
I gave a talk around the risks of synthetic intelligence and investigation priorities on the Worldwide Improvement Modern society.