The model, called SmoothDetector, integrates a probabilistic algorithm with a deep neural network. It's designed to capture the uncertainties and key patterns in the shared latent representations ...

Since the probabilistic nature means that some of ... constructed an eight p-bit computer and developed a number-factoring algorithm to run on it. Given the algorithm, eight p-bits is enough ...

“But if I didn’t think about it in a randomized way as a probabilistic question, I probably would not think of it.” Nearly 30 years after Nisan and Wigderson’s landmark proof, randomized algorithms ...

The lesson, noted Wigderson: "We could conclude that any polynomial-time probabilistic algorithm can be made a polynomial-time deterministic one." A surprising side-effect of those discoveries ...

That is, if the requirements of the algorithm must be exact, perhaps machine learning methods are not appropriate. As an example, if your bank statement was correct with somewhat high probability ...