34 citations · 150 across the 65 of their papers we have counts for
3 papers · 1 filter
Can a Bayesian Oracle Prevent Harm from an Agent?
Yoshua Bengio, Michael K. Cohen, Nikolay Malkin +4
Is there a way to design powerful AI systems based on machine learning methods that would satisfy probabilistic safety guarantees? With the long-term goal of obtaining a probabilis…
Machine learning and information theory concepts towards an AI Mathematician
Yoshua Bengio, Nikolay Malkin, Esmeralda S. Whitammer
The current state-of-the-art in artificial intelligence is impressive, especially in terms of mastery of language, but not so much in terms of mathematical reasoning. What could be…
Discrete, compositional, and symbolic representations through attractor dynamics
Andrew Nam, Eric Elmoznino, Nikolay Malkin +3
Symbolic systems are powerful frameworks for modeling cognitive processes as they encapsulate the rules and relationships fundamental to many aspects of human reasoning and behavio…