Automated quantized inference for probabilistic programs with AQUA |
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Authors: | Huang Zixin Dutta Saikat Misailovic Sasa |
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Affiliation: | 1.Department of Computer Science, University of Illinois at Urbana-Champaign, 201 North Goodwin Avenue, Urbana, 61801, IL, USA ; |
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Abstract: | Innovations in Systems and Software Engineering - We present AQUA, a new probabilistic inference algorithm that operates on probabilistic programs with continuous posterior distributions. AQUA... |
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