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Sasa Misailovic

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Neptune: Advanced ML Operator Fusion for Locality and Parallelism on GPUsPLDI 20262026-06-15
Neptune is a tensor compiler that implements advanced operator fusion by deliberately breaking loop-carried dependencies and synthesizing algebraic repair…
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Abstract Interpretation for Automatic DifferentiationLAFI 20242024-01-14
Static analysis produces sound numeric bounds on derivatives computed by AD, using a synthesized abstract interpreter that encloses nonlinear patterns with a…
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Synthesizing Precise Static Analyzers for Automatic DifferentiationOOPSLA 20232023-10-23
Pasado synthesizes precise static analyzers that directly abstract the Chain Rule, Product Rule and Quotient Rule in automatic differentiation, producing a…
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Incremental Verification of Neural NetworksPLDI 20232023-06-17
Complete, verifier-agnostic method IVAN reuses branch-and-bound work by saving a specification tree of partitioned subproblems and then avoids costly analyzer…
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Proof transfer for fast certification of multiple approximate neural networksOOPSLA 20222022-12-05
FANC generates templates—connected symbolic shapes at an intermediate layer—and a cheap template transformer that adapts those templates to approximate…
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Safety and SecurityEMSOFT 20222022-10-07
A verified train controller models the full FRA kinematics in KeYmaera X, uses Taylor approximations, ghost differential equations and iterative bootstrapping…
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A Dual Number Abstraction for Static Analysis of Clarke JacobiansPOPL 20222022-01-16
Paper presents a dual-interval abstract domain that lifts dual-number forward-mode differentiation to interval arithmetic and proves the transformer semantics…
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Koord: A Language for Programming and Verifying Distributed Robotics ApplicationOOPSLA 20202020-11-15
Koord provides a high-level language that separates distributed coordination from platform-dependent control, with Controller Ports for sensing, planning and…
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