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Probabilistic AI that knows how well it's working | MIT News | Massachusetts Institute of Technology

SMCP3 is a new family of algorithms for solving sequential Bayesian inference problems with probabilistic programming. The AI is unique in that it outputs explanations for data, and estimates how accurate those explanations are. ....

George Matheos , Vikash Mansinghka , Nishad Gothoskar , Alex Lew , Monte Carlo , Stuart Russell , Matin Ghavamizadeh , University Of California At Berkeley , Tan Zhi Xuan , Probabilistic Programming Languages , Sequential Monte Carlo , Mc Algorithms , Mc With Probabilistic Program Proposals Smcp3 , George Matheos , Alex Lew , Nishad Gothoskar , Matin Ghavamizadeh , Tan Zhi Xuan ,