Search Results for author: Suwei Yang

Found 3 papers, 1 papers with code

Engineering an Exact Pseudo-Boolean Model Counter

1 code implementation19 Dec 2023 Suwei Yang, Kuldeep S. Meel

Our work opens up several avenues for future work in the context of model counting for PB formulas, such as the development of preprocessing techniques and exploration of approaches other than knowledge compilation.

Scalable Probabilistic Routes

no code implementations19 Jun 2023 Suwei Yang, Victor C. Liang, Kuldeep S. Meel

In this work, our contributions are two-fold: first, we introduce a relaxed encoding that uses a linear number of variables with respect to the number of vertices in a road network graph to significantly reduce the size of resultant decision diagrams.

Predicting Forest Fire Using Remote Sensing Data And Machine Learning

no code implementations6 Jan 2021 Suwei Yang, Massimo Lupascu, Kuldeep S. Meel

The results support our claim that machine-learning based approaches can lead to reliable and cost-effective forest fire prediction systems.

BIG-bench Machine Learning

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