YooJung Choi
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what they talk about
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no series more than once — all 3 in the filters
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| title | conference | date |
|---|---|---|
| Probabilistic Reasoning and Learning for Trustworthy AI | 9th Annual Simons Institute Industry Day | 2023-11-02 |
Frames fairness, robustness and explainability as probabilistic inference problems and builds a backend that actually answers those queries under uncertainty… | ||
| Solving Marginal MAP Exactly by Probabilistic Circuit Transformations | Probabilistic Circuits and Logic 2023 | 2023-10-16 |
Presents an exact marginal MAP solver that never performs search but iteratively transforms probabilistic circuits by alternating prune irrelevant edges and… | ||
| Logic and Probabilistic Circuits 2 | Logic and Algorithms in Database Theory and AI Boot Camp | 2023-08-21 |
Probabilistic circuits use decomposability and smoothness to push integrals down to leaves and compute marginals by dynamic programming in linear time, with… | ||
| Logic and Probabilistic Circuits 3 | Logic and Algorithms in Database Theory and AI Boot Camp | 2023-08-21 |
Defines SDD-style circuits with structured decomposability and a stronger partition (strong) determinism, proves that computing P(formula) requires compiling… | ||
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