SuperDP refutes ε-DP via simultaneous synthesis of input pairs and witness functions using upper expectation supermartingales and lower expectation submartingales, delivering the first fully automated, sound, and semi-complete method applicable to both discrete and continuous stochastic mechanisms.
In: Shao, Z., Pierce, B.C
5 Pith papers cite this work. Polarity classification is still indexing.
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Max-policy iteration is solved via terminating value iteration for integers/floats and min-policy iteration for rationals, with termination and optimality proofs.
Develops an affine calculus and higher-order quantitative logic with novel guarded recursion and induction principles over probability measures and naturals, illustrated on Markov processes and learning algorithms.
NullAway delivers practical compile-time null safety for Java with 1.15x build overhead and zero NPEs from its unsound assumptions in evaluated production Android crash data.
Formalizes shared-context batched satisfiability and evaluates predicate-by-predicate, disjunctive over-approximation, and new Core-Literal Filter on symbolic abstraction and active property checking tasks.
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NullAway: Practical Type-Based Null Safety for Java
NullAway delivers practical compile-time null safety for Java with 1.15x build overhead and zero NPEs from its unsound assumptions in evaluated production Android crash data.