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How long, O Bayesian network, will I sample thee?
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Author(s):
Kevin Batz
,
Benjamin Lucien Kaminski
,
Joost-Pieter Katoen
,
Christoph Matheja
Publication date
(Online):
April 14 2018
Publisher:
Springer International Publishing
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Approximating probabilistic inference in Bayesian belief networks is NP-hard
Paul Dagum
,
Michael Luby
(1993)
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Probabilistic programming
Sriram Rajamani
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Aditya V. Nori
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Thomas Henzinger
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(2014)
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A Tutorial on Learning with Bayesian Networks
David Heckerman
(2008)
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Book Chapter
Publication date (Print):
2018
Publication date (Online):
April 14 2018
Pages
: 186-213
DOI:
10.1007/978-3-319-89884-1_7
SO-VID:
a13b4419-fca6-4fd7-8673-f66789eff477
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Book chapters
pp. 3
Consistent Subtyping for All
pp. 60
Dualizing Generalized Algebraic Data Types by Matrix Transposition
pp. 86
Deterministic Concurrency: A Clock-Synchronised Shared Memory Approach
pp. 117
An Assertion-Based Program Logic for Probabilistic Programs
pp. 145
Fine-Grained Semantics for Probabilistic Programs
pp. 186
How long, O Bayesian network, will I sample thee?
pp. 214
Relational Reasoning for Markov Chains in a Probabilistic Guarded Lambda Calculus
pp. 245
Failure is Not an Option
pp. 272
Let Arguments Go First
pp. 300
Behavioural Equivalence via Modalities for Algebraic Effects
pp. 327
Explicit Effect Subtyping
pp. 357
A Separation Logic for a Promising Semantics
pp. 385
Logical Reasoning for Disjoint Permissions
pp. 415
Deadlock-Free Monitors
pp. 442
Fragment Abstraction for Concurrent Shape Analysis
pp. 475
Reasoning About a Machine with Local Capabilities
pp. 502
Modular Product Programs
pp. 533
A Fistful of Dollars: Formalizing Asymptotic Complexity Claims via Deductive Program Verification
pp. 561
Verified Learning Without Regret
pp. 589
Program Verification by Coinduction
pp. 619
Velisarios: Byzantine Fault-Tolerant Protocols Powered by Coq
pp. 653
Evaluating Design Tradeoffs in Numeric Static Analysis for Java
pp. 683
An Abstract Interpretation Framework for Input Data Usage
pp. 711
Higher-Order Program Verification via HFL Model Checking
pp. 739
Quantitative Analysis of Smart Contracts
pp. 771
Session-Typed Concurrent Contracts
pp. 799
A Typing Discipline for Statically Verified Crash Failure Handling in Distributed Systems
pp. 827
On Polymorphic Sessions and Functions
pp. 856
Concurrent Kleene Algebra: Free Model and Completeness
pp. 885
Correctness of a Concurrent Object Collector for Actor Languages
pp. 912
Paxos Consensus, Deconstructed and Abstracted
pp. 940
On Parallel Snapshot Isolation and Release/Acquire Consistency
pp. 968
Eventual Consistency for CRDTs
pp. 1027
Compositional Verification of Compiler Optimisations on Relaxed Memory
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