Imagen de Portada

Data-Driven Invariant Learning for Probabilistic Programs

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Bao, Jialu, Trivedi, Nitesh, Pathak, Drashti, Hsu, Justin, Roy, Subhajit
Formato:	Preprint
Publicado:	2021
Materias:	Programming Languages
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Bluebell: An Alliance of Relational Lifting and Independence For Probabilistic Reasoning
por: Bao, Jialu, et al.
Publicado: (2024)

Enabling Memory Safety of C Programs using LLMs
por: Mohammed, Nausheen, et al.
Publicado: (2024)

Probabilistic Guarantees for Practical LIA Loop Invariant Automation
por: Kumar, Ashish, et al.
Publicado: (2024)

Newtonian Program Analysis of Probabilistic Programs
por: Wang, Di, et al.
Publicado: (2023)

Data-Driven Template-Free Invariant Generation
por: Xia, Yuan, et al.
Publicado: (2023)

Synthesizing Abstract Transformers for Reduced-Product Domains
por: Kalita, Pankaj Kumar, et al.
Publicado: (2024)

Multi-Language Probabilistic Programming
por: Stites, Sam, et al.
Publicado: (2025)

Real-Time Probabilistic Programming
por: Hummelgren, Lars, et al.
Publicado: (2023)

Probabilistic Programs of Thought
por: Garg, Poorva, et al.
Publicado: (2026)

Synthesizing Backward Error Bounds, Backward
por: Zielinski, Laura, et al.
Publicado: (2026)

A Hoare Logic for Symmetry Properties
por: Mehta, Vaibhav, et al.
Publicado: (2025)

Polynomial Invariant Generation for Floating-Point Programs
por: Cai, Xuran, et al.
Publicado: (2025)

Data Petri Nets meet Probabilistic Programming (Extended version)
por: Kuhn, Martin, et al.
Publicado: (2024)

Generating Functions Meet Occupation Measures: Invariant Synthesis for Probabilistic Loops (Extended Version)
por: Haase, Darion, et al.
Publicado: (2026)

Caesar: A Deductive Verifier for Probabilistic Programs
por: Schröer, Philipp, et al.
Publicado: (2026)

Sound Interval-Based Synthesis for Probabilistic Programs
por: Espada, Guilherme, et al.
Publicado: (2025)

Refuting Equivalence in Probabilistic Programs with Conditioning
por: Chatterjee, Krishnendu, et al.
Publicado: (2025)

Equivalence and Similarity Refutation for Probabilistic Programs
por: Chatterjee, Krishnendu, et al.
Publicado: (2024)

Parallelizable Feynman-Kac Models for Universal Probabilistic Programming
por: Boreale, Michele, et al.
Publicado: (2025)

Parallelizable Feynman-Kac Models for Universal Probabilistic Programming
por: Boreale, Michele, et al.
Publicado: (2026)

Bit Blasting Probabilistic Programs
por: Garg, Poorva, et al.
Publicado: (2023)

Probabilistic Concurrent Reasoning in Outcome Logic: Independence, Conditioning, and Invariants
por: Zilberstein, Noam, et al.
Publicado: (2024)

Probabilistic Interval Analysis of Unreliable Programs
por: Das, Dibyendu, et al.
Publicado: (2024)

Explaining Explanations in Probabilistic Logic Programming
por: Vidal, Germán
Publicado: (2024)

SafeTree: Expressive Tree Policies for Microservices
por: Grewal, Karuna, et al.
Publicado: (2025)

Weighted Automata for Exact Inference in Discrete Probabilistic Programs
por: Geißler, Dominik, et al.
Publicado: (2025)

DeGAS: Gradient-Based Optimization of Probabilistic Programs without Sampling
por: Randone, Francesca, et al.
Publicado: (2026)

Static Posterior Inference of Bayesian Probabilistic Programming via Polynomial Solving
por: Wang, Peixin, et al.
Publicado: (2023)

Optimising Density Computations in Probabilistic Programs via Automatic Loop Vectorisation
por: Lim, Sangho, et al.
Publicado: (2025)

Towards General Loop Invariant Generation: A Benchmark of Programs with Memory Manipulation
por: Liu, Chang, et al.
Publicado: (2023)

Numerical Fuzz: A Type System for Rounding Error Analysis
por: Kellison, Ariel E., et al.
Publicado: (2024)

Suspension Analysis and Selective Continuation-Passing Style for Universal Probabilistic Programming Languages
por: Lundén, Daniel, et al.
Publicado: (2023)

A Fixed Point Iteration Technique for Proving Correctness of Slicing for Probabilistic Programs
por: Amtoft, Torben, et al.
Publicado: (2024)

Static Factorisation of Probabilistic Programs With User-Labelled Sample Statements and While Loops
por: Böck, Markus, et al.
Publicado: (2025)

Denotational Semantics for Probabilistic and Concurrent Programs
por: Zilberstein, Noam, et al.
Publicado: (2025)

Ranking LLM-Generated Loop Invariants for Program Verification
por: Chakraborty, Saikat, et al.
Publicado: (2023)

CoreDPPL: Towards a Sound Composition of Differentiation, ODE Solving, and Probabilistic Programming
por: Eriksson, Oscar, et al.
Publicado: (2025)

GenSQL: A Probabilistic Programming System for Querying Generative Models of Database Tables
por: Huot, Mathieu, et al.
Publicado: (2024)

Error Localization, Certificates, and Hints for Probabilistic Program Verification via Slicing (Extended Version)
por: Schröer, Philipp, et al.
Publicado: (2025)

RefineStat: Efficient Exploration for Probabilistic Program Synthesis
por: Kanda, Madhav, et al.
Publicado: (2025)