Search Results - "stochastic"

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    Computer Aided Verification 31st International Conference, CAV 2019, New York City, NY, USA, July 15-18, 2019, Proceedings, Part I /

    Published 2019
    Table of Contents: “…Automata and Timed Systems -- Symbolic Register Automata -- Abstraction Refinement Algorithms for Timed Automata -- Fast Algorithms for Handling Diagonal Constraints in Timed Automata -- Safety and co-safety comparator automata for discounted-sum inclusion -- Clock Bound Repair for Timed Systems -- Verifying Asynchronous Interactions via Communicating Session Automata -- Security and Hyperproperties -- Verifying Hyperliveness -- Quantitative Mitigation of Timing Side Channels -- Property Directed Self Composition -- Security-Aware Synthesis Using Delayed-Action Games -- Automated Hypersafety Verification -- Automated Synthesis of Secure Platform Mappings -- Synthesis -- Synthesizing Approximate Implementations for Unrealizable Specifications -- Quantified Invariants via Syntax-Guided Synthesis -- Efficient Synthesis with Probabilistic Constraints -- Membership-based Synthesis of Linear Hybrid Automata -- Overfitting in Synthesis: Theory and Practice -- Proving Unrealizability for Syntax-Guided Synthesis -- Model Checking -- BMC for Weak Memory Models: Relation Analysis for Compact SMT Encodings -- When Human Intuition Fails: Using Formal Methods to Find an Error in the "Proof" of a Multi-Agent Protocol -- Extending NUXMV with Timed Transition Systems and Timed Temporal Properties -- Cerberus-BMC: a Principled Reference Semantics and Exploration Tool for Concurrent and Sequential C -- Cyber-physical Systems and Machine Learning -- Multi-Armed Bandits for Boolean Connectives in Hybrid System Falsification -- StreamLAB: Stream-based Monitoring of Cyber-Physical Systems -- VerifAI: A Toolkit for the Formal Design and Analysis of Artificial Intelligence-Based Systems -- The Marabou Framework for Verification and Analysis of Deep Neural Networks -- Probabilistic Systems, Runtime Techniques -- Probabilistic Bisimulation for Parameterized Systems -- Semi-Quantitative Abstraction and Analysis of Chemical Reaction Networks -- PAC Statistical Model Checking for Markov Decision Processes and Stochastic Games -- Symbolic Monitoring against Specifications Parametric in Time and Data -- STAMINA: STochastic Approximate Model-checker for INfinite-state Analysis -- Dynamical, Hybrid, and Reactive Systems -- Local and Compositional Reasoning For Optimized Reactive Systems -- Robust Controller Synthesis in Timed Büchi Automata: A Symbolic Approach -- Flexible Computational Pipelines for Robust Abstraction-based Control Synthesis -- Temporal Stream Logic: Synthesis beyond the Bools -- Run-Time Optimization for Learned Controllers through Quantitative Games -- Taming Delays in Dynamical Systems: Unbounded Verification of Delay Differential Equations.…”
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    Electronic eBook
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    Tools and Algorithms for the Construction and Analysis of Systems 29th International Conference, TACAS 2023, Held as Part of the European Joint Conferences on Theory and Practice o...

    Published 2023
    Table of Contents: “…-A Learner-Verifier Framework for Neural Network Controllers and Certificates of Stochastic Systems -- Model Checking -- Bounded Model Checking for Asynchronous Hyperproperties -- Model Checking Linear Dynamical Systems under Floating-point Rounding -- Efficient Loop Conditions for Bounded Model Checking Hyperproperties -- Reconciling Preemption Bounding with DPOR -- Optimal Stateless Model Checking for Causal Consistency -- Symbolic Model Checking for TLA+ Made Faster -- AutoHyper: Explicit-State Model Checking for HyperLTL -- Machine Learning/Neural Networks -- Feature Necessity & Relevancy in ML Classifier Explanations -- Towards Formal XAI: Formally Approximate Minimal Explanations of Neural Networks -- OccRob: Effcient SMT-Based Occlusion Robustness Verification of Deep Neural Networks -- Neural Network-Guided Synthesis of Recursive List Functions -- Automata -- Modular Mix-and-Match Complementation of Buechi automata -- Validating Streaming JSON Documents With Learned VPAs -- Antichains Algorithms for the Inclusion Problem Between ω -VPL -- Stack-Aware Hyperproperties -- Proofs -- Propositional Proof Skeletons -- Unsatisfiability Proofs for Distributed Clause-Sharing SAT Solvers -- Carcara: An effcient proof checker and elaborator for SMT proofs in the Alethe format -- Constraint Solving/Blockchain -- The Packing Chromatic Number of the Infinite Square Grid is 15 -- Active Learning for SAT Solver Benchmarking -- ParaQooba: A Fast and Flexible Framework for Parallel and Distributed QBF Solving -- Inferring Needless Write Memory Accesses on Ethereum Bytecode -- Markov Chains/Stochastic Control -- A Practitioner's Guide to MDP Model Checking Algorithms -- Correct Approximation of Stationary Distributions -- Robust Almost-Sure Reachability in Multi-Environment MDPs -- Mungojerrie: Linear-Time Objectives in Model-Free Reinforcement Learning -- Verification -- A Formal CHERI-C Semantics for Verification -- Automated Verification for Real-Time Systems via Implicit Clocks and an Extended Antimirov Algorithm -- Parameterized Verification under TSO with Data Types -- Verifying Learning-Based Robotic Navigation Systems: A Case Study -- Make flows small again: revisiting the flow framework -- ALASCA: Reasoning in Quantified Linear Arithmetic -- A Matrix-Based Approach to Parity Games -- A GPU Tree Database for Many-Core Explicit State Space Exploration.…”
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    Electronic eBook
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    Dependability Engineering

    Published 2018
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    Electronic Book Chapter
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