Drew, Dave, Larissa and I had the opportunity to focus on the motivatons and foundations for instigating the new investigation topic of Experiential AI in the ninety moment talk.
Past 7 days, I gave a chat at the pint of science on automated methods and their influence, bearing on the subjects of fairness and blameworthiness.
The paper tackles unsupervised program induction around blended discrete-ongoing information, and is particularly recognized at ILP.
He has created a career from doing investigation on the science and technological innovation of AI. He has published near to a hundred and twenty peer-reviewed content articles, gained best paper awards, and consulted with banking institutions on explainability. As PI and CoI, he has secured a grant money of close to 8 million lbs.
Gave a talk this Monday in Edinburgh around the principles & practice of equipment Discovering, masking motivations & insights from our survey paper. Crucial queries raised included, how to: extract intelligible explanations + modify the product to suit transforming desires.
I’ll be supplying a talk within the convention on good and accountable AI in the cyber Bodily systems session. Because of Ram & Christian for the invitation. Backlink to event.
We've got a different paper accepted on Understanding best linear programming targets. We take an “implicit“ hypothesis building solution that yields nice theoretical bounds. Congrats to Gini and Alex on acquiring this paper approved. Preprint here.
A journal paper is accepted on prior constraints in tractable probabilistic models, available on the papers tab. Congratulations Giannis!
A current collaboration Using the NatWest Team on explainable machine Discovering is reviewed inside the Scotsman. Link to short article listed here. A preprint on the results might be created accessible Soon.
Together with colleagues from Edinburgh and Herriot Watt, We've got place out the demand a new analysis agenda.
Paulius' Focus on algorithmic procedures for randomly generating logic programs and probabilistic logic programs has been accepted to the concepts and practise of constraint programming (CP2020).
Our MLJ (2017) write-up on planning with hybrid MDPs was acknowledged for presentation within the journal monitor.
Our work https://vaishakbelle.com/ on synthesizing strategies with loops from the existence of sounds will show up during the Intercontinental journal of approximate reasoning.
Our do the job (with Giannis) surveying and distilling strategies to explainability in equipment Finding out has actually been approved. Preprint right here, but the final version will be on the web and open up entry quickly.