Probabilistic programming languages (PPLs) have emerged as a transformative tool for expressing complex statistical models and automating inference procedures. By integrating probability theory into ...

Probabilistic programming is a recent and extremely dynamic field of research which lies at the intersection of statistical machine learning and programming language theory. Probabilistic programming ...

Researchers can demonstrate that on some standard computer-vision tasks, short programs -- less than 50 lines long -- written in a probabilistic programming language are competitive with conventional ...

Probabilistic programming has emerged as a powerful paradigm for constructing and analysing statistical models by combining the expressiveness of modern programming languages with the rigour of ...

MIT, where the popular Julia language was born, has created a probabilistic-programming system called 'Gen', which it says will make it easier for newbies to get started with computer vision, robotics ...

Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Dany Lepage discusses the architectural ...

Lyric Semiconductor, a spinout from the Massachusetts Institute of Technology, announced on Tuesday a new approach to a technology called “probability processing.” Probability processing uses ...

Analog values called pbits that are processed by probability gates Lyric Semiconductor thinks it is probably time to blend analog and digital technology into a new technology they call probability ...

An app developed by Gamalon recognizes objects after seeing a few examples. A learning program recognizes simpler concepts such as lines and rectangles. Machine learning is becoming extremely powerful ...

SANTA CLARA, CA and AUSTIN, TX-- August 17, 2010 -- Lyric Semiconductor, Inc. a DARPA- and venture-funded MIT spin-out, today emerged from stealth mode to launch a new technology called probability ...