Drew, Dave, Larissa and I experienced the chance to examine the motivatons and foundations for instigating The brand new investigation topic of Experiential AI inside a 90 moment communicate.
Past 7 days, I gave a chat within the pint of science on automatic units as well as their effects, touching on the topics of fairness and blameworthiness.
The paper tackles unsupervised software induction more than blended discrete-steady data, which is accepted at ILP.
If you're attending NeurIPS this 12 months, you could have an interest in checking out our papers that touch on morality, causality, and interpretability. Preprints are available around the workshop site.
We look at the problem of how generalized options (options with loops) is usually deemed appropriate in unbounded and ongoing domains.
A consortia challenge on dependable methods and goverance was recognized late final calendar year. News connection right here.
Keen on schooling neural networks with sensible constraints? Now we have a new paper that aims towards full gratification of Boolean and linear arithmetic constraints on training at AAAI-2022. Congrats to Nick and Rafael!
Bjorn and I are advertising a two yr postdoc on integrating causality, reasoning and understanding graphs for misinformation detection. See in this article.
We review preparing in relational Markov conclusion processes https://vaishakbelle.com/ involving discrete and ongoing states and steps, and an unidentified amount of objects (via probabilistic programming).
Along with colleagues from Edinburgh and Herriot Watt, we have put out the call for a whole new exploration agenda.
Paulius' work on algorithmic methods for randomly generating logic programs and probabilistic logic programs has been recognized into the rules and practise of constraint programming (CP2020).
The framework is relevant to a substantial course of formalisms, like probabilistic relational models. The paper also scientific tests the synthesis issue in that context. Preprint below.
If you are attending AAAI this yr, you could possibly have an interest in trying out our papers that contact on fairness, abstraction and generalized sum-product or service complications.
I gave a talk over the challenges of artificial intelligence and research priorities for the Worldwide Improvement Modern society.