AND/OR Search Spaces for Anytime Probabilistic Reasoning

Published on ● Video Link: https://www.youtube.com/watch?v=n2Wpan79mnA



Duration: 40:25
558 views
19


Rina Dechter (UC Irvine)
https://simons.berkeley.edu/talks/rina-dechter-uc-irvine-2023-10-17
Probabilistic Circuits and Logic




Other Videos By Simons Institute for the Theory of Computing


2023-10-19Decision Diagrams for Efficient Inference and Optimization in Expressive Discrete+Continuous Domains
2023-10-18Solving Marginal MAP Exactly by Probabilistic Circuit Transformations
2023-10-18Direct Access for Conjunctive Queries with Negation
2023-10-18Factorized Databases
2023-10-18Leveraging tree automata approximation results for efficient sampling and counting...
2023-10-18Efficient Enumeration Algorithms via Circuits
2023-10-17Lower Bounds for Tractable Arithmetic Circuits
2023-10-17Tractable Bounding of Counterfactual Queries by Knowledge Compilation
2023-10-17Combined Approximations for Probabilistic Query Evaluation: An Intensional Approach
2023-10-17First-Order Model Counting and Sampling
2023-10-17AND/OR Search Spaces for Anytime Probabilistic Reasoning
2023-10-17Credal Models for Uncertainty and Logic Treatment
2023-10-16Model Counting Meets Distinct Estimation
2023-10-16The Intensional-Extensional Problem in Probabilistic Databases
2023-10-16Compiling FO Sentences to Circuits: Upper Bounds and Lower Bounds on the Size of the Circuit
2023-10-13Pseudorandom Hashing for Space-bounded Computation with Applications in Streaming
2023-10-13Resizable Sketches
2023-10-13A Simple Quantum Sketch With Applications to Graph Algorithms
2023-10-12Insights from Engineering Sketches for Production and Using Sketches at Scale
2023-10-12A Near-Linear Time Algorithm for the Chamfer Distance
2023-10-12Robustness of Sketches to Adaptive nputs



Tags:
Simons Institute
theoretical computer science
UC Berkeley
Computer Science
Theory of Computation
Theory of Computing
Probabilistic Circuits and Logic
Rina Dechter