Vladislav Polianskii

Orcid: 0000-0001-9805-0388

According to our database1, Vladislav Polianskii authored at least 10 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2024
Hyperbolic Delaunay Geometric Alignment.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

2023
InvMap and Witness Simplicial Variational Auto-Encoders.
Mach. Learn. Knowl. Extr., March, 2023

An Efficient and Continuous Voronoi Density Estimator.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022
Breaking the Dimensionality Curse of Voronoi Tessellations.
PhD thesis, 2022

Delaunay Component Analysis for Evaluation of Data Representations.
CoRR, 2022

Voronoi density estimator for high-dimensional data: Computation, compactification and convergence.
Proceedings of the Uncertainty in Artificial Intelligence, 2022

Active Nearest Neighbor Regression Through Delaunay Refinement.
Proceedings of the International Conference on Machine Learning, 2022

Delaunay Component Analysis for Evaluation of Data Representations.
Proceedings of the Tenth International Conference on Learning Representations, 2022

2020
Voronoi Graph Traversal in High Dimensions with Applications to Topological Data Analysis and Piecewise Linear Interpolation.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

2019
Voronoi Boundary Classification: A High-Dimensional Geometric Approach via Weighted Monte Carlo Integration.
Proceedings of the 36th International Conference on Machine Learning, 2019


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