Vladislav Polianskii

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

High Dimensions

Data Representations

Nearest Neighbor

Density Estimators

Top Venues

Publications

Aniss Aiman Medbouhi, Giovanni Luca Marchetti, Vladislav Polianskii, Alexander Kravberg, Petra Poklukar, Anastasia Varava, Danica Kragic
Hyperbolic Delaunay Geometric Alignment. CoRR (2024)
Giovanni Luca Marchetti, Vladislav Polianskii, Anastasiia Varava, Florian T. Pokorny, Danica Kragic
An Efficient and Continuous Voronoi Density Estimator. AISTATS (2023)
Aniss Aiman Medbouhi, Vladislav Polianskii, Anastasia Varava, Danica Kragic
InvMap and Witness Simplicial Variational Auto-Encoders. Mach. Learn. Knowl. Extr. 5 (1) (2023)
Giovanni Luca Marchetti, Vladislav Polianskii, Anastasiia Varava, Florian T. Pokorny, Danica Kragic
An Efficient and Continuous Voronoi Density Estimator. CoRR (2022)
Vladislav Polianskii, Giovanni Luca Marchetti, Alexander Kravberg, Anastasiia Varava, Florian T. Pokorny, Danica Kragic
Voronoi density estimator for high-dimensional data: Computation, compactification and convergence. UAI (2022)
Alexander Kravberg, Giovanni Luca Marchetti, Vladislav Polianskii, Anastasiia Varava, Florian T. Pokorny, Danica Kragic
Active Nearest Neighbor Regression Through Delaunay Refinement. CoRR (2022)
Alexander Kravberg, Giovanni Luca Marchetti, Vladislav Polianskii, Anastasiia Varava, Florian T. Pokorny, Danica Kragic
Active Nearest Neighbor Regression Through Delaunay Refinement. ICML (2022)
Petra Poklukar, Vladislav Polianskii, Anastasia Varava, Florian T. Pokorny, Danica Kragic
Delaunay Component Analysis for Evaluation of Data Representations. CoRR (2022)
Vladislav Polianskii, Giovanni Luca Marchetti, Alexander Kravberg, Anastasiia Varava, Florian T. Pokorny, Danica Kragic
Voronoi Density Estimator for High-Dimensional Data: Computation, Compactification and Convergence. CoRR (2022)
Petra Poklukar, Vladislav Polianskii, Anastasiia Varava, Florian T. Pokorny, Danica Kragic Jensfelt
Delaunay Component Analysis for Evaluation of Data Representations. ICLR (2022)
Vladislav Polianskii, Florian T. Pokorny
Voronoi Graph Traversal in High Dimensions with Applications to Topological Data Analysis and Piecewise Linear Interpolation. KDD (2020)
Vladislav Polianskii, Florian T. Pokorny
Voronoi Boundary Classification: A High-Dimensional Geometric Approach via Weighted Monte Carlo Integration. ICML (2019)