GSoC Participation History
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Expose C++ Sampling, Rounding and Volume Computation in Dingo
Dingo is a Python library built on top of the C++ library volesti, primarily designed for sampling from convex polytopes, especially within the...
Randomized SDP solver and improved preprocessing
The proposed project aims to continue the implementation of the semideļ¬nite pro- gramming (SDP) solver in the VolEsti library and to integrate it...
Shake and Bake - Sampling from the boundary of convex polytopes
The project aims to implement the Markov Chain Monte Carlo-based Shake and Bake algorithm for uniform sampling from the boundary of a convex polytope...
Counting Linear Extensions with Volume Computation and Applications in AI
This project develops an approximation algorithm for counting the linear extensions of a partial order by estimating the volume of its associated...
LoopLess Flux Sampling
Genome-scale metabolic network reconstructions (GENREs) are comprehensive maps of all known metabolic reactions and associated genes in a given...
Sparse Polytope Sampling via Lazy Rounding
The goal of this project is to enhance the Volesti library by implementing a sparse variant of the Billiard Walk sampling algorithm, which proposes...
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