Drew, Dave, Larissa And that i experienced the opportunity to go over the motivatons and foundations for instigating the new research topic of Experiential AI in a very 90 minute communicate.
Serious about synthesizing the semantics of programming languages? We have now a fresh paper on that, recognized at OOPSLA.
The paper tackles unsupervised method induction more than combined discrete-continuous info, and is particularly acknowledged at ILP.
He has designed a career out of carrying out exploration over the science and technologies of AI. He has printed near to one hundred twenty peer-reviewed content, received most effective paper awards, and consulted with banks on explainability. As PI and CoI, he has secured a grant income of close to 8 million pounds.
An article in the organizing and inference workshop at AAAI-18 compares two distinctive techniques for probabilistic organizing through probabilistic programming.
The write-up, to look inside the Biochemist, surveys a few of the motivations and strategies for earning AI interpretable and dependable.
Serious about training neural networks with logical constraints? We've got a different paper that aims toward comprehensive gratification of Boolean and linear arithmetic constraints on schooling at AAAI-2022. Congrats to Nick and Rafael!
A journal paper has become acknowledged on prior constraints in tractable probabilistic types, readily available over the papers tab. Congratulations Giannis!
A recent collaboration with the NatWest Team on explainable machine Discovering is reviewed inside the Scotsman. Link to short article right here. A preprint on the effects is going to be created available Soon.
Together with colleagues from Edinburgh and Herriot Watt, We have now set out the demand a new research agenda.
Paulius' work on algorithmic methods for randomly generating https://vaishakbelle.com/ logic programs and probabilistic logic courses has long been approved for the principles and practise of constraint programming (CP2020).
Our MLJ (2017) article on arranging with hybrid MDPs was recognized for presentation on the journal observe.
Our Focus on synthesizing options with loops from the existence of sounds will surface from the Global journal of approximate reasoning.
Our operate (with Giannis) surveying and distilling ways to explainability in device Studying continues to be recognized. Preprint below, but the final Edition are going to be on the internet and open obtain shortly.