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Poorva Garg

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Tuning Random Generators: Property-Based Testing as Probabilistic ProgrammingOOPSLA 20252025-10-16
Generators become probabilistic programs with symbolic weights and are tuned by computing a symbolic distribution, compiling it into compressed BDD-based…
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Bit Blasting Probabilistic ProgramsPLDI 20242024-06-24
Presents a new discretization called bit blasting that encodes continuous variables as Boolean bits so a domain of 2^b points becomes a discrete program over…
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Bit-Blasting Probabilistic ProgramsLAFI 20232023-01-15
HyBit converts continuous variables into a discrete bitblasted representation by encoding each real as independent Bernoulli bits, then runs exact inference…
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