Alexander V. Kozlov

Publication Activity (10 Years)

Years Active: 1994-2022
Publications (10 Years): 1

Top Topics

Graphical Models

Complexity Reduction

Bayesian Belief Networks

Conditional Probabilities

Top Venues

Publications

Pavel A. Cheremkhin, Nikolay N. Evtikhiev, Alexander V. Kozlov, Vitaly V. Krasnov, Vladislav G. Rodin, Rostislav S. Starikov
Virtual camera-based analysis of photosensor characterization methods. BICA*AI (2022)
Alexander V. Kozlov, Jaswinder Pal Singh
Sensitivities: An Alternative to Conditional Probabilities for Bayesian Belief Networks CoRR (2013)
Alexander V. Kozlov, Jaswinder Pal Singh
Computational Complexity Reduction for BN2O Networks Using Similarity of States CoRR (2013)
Alexander V. Kozlov, Daphne Koller
Nonuniform Dynamic Discretization in Hybrid Networks CoRR (2013)
Alexander V. Kozlov, Daphne Koller
Nonuniform Dynamic Discretization in Hybrid Networks. UAI (1997)
Alexander V. Kozlov, Jaswinder Pal Singh
Parallel Implementations of Probabilistic Inference. Computer 29 (12) (1996)
Alexander V. Kozlov, Jaswinder Pal Singh
Computational complexity reduction for BN2O networks using similarity of states. UAI (1996)
Alexander V. Kozlov, Jaswinder Pal Singh
Sensitivities: An Alternative to Conditional Probabilities for Bayesian Belief Networks. UAI (1995)
Alexander V. Kozlov, Jaswinder Pal Singh
A parallel Lauritzen-Spiegelhalter algorithm for probabilistic inference. SC (1994)