Vladislav Polianskii
5 papers · 2019–2023 · 4 venues · across top CS/AI venues
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Keywords
high-dimensional data
(2)
voronoi cell
(2)
contrastive learning
(1)
density estimation
(1)
function approximation
(1)
geometric analysis
(1)
outlier detection
(1)
numerical approximation
(1)
nonparametric density estimation
(1)
nearest neighbor regression
(1)
monte carlo integration
(1)
local geometry
(1)
computational geometry
(1)
high-dimensional classification
(1)
kernel density estimator
(1)
clustering evaluation
(1)
voronoi tessellation
(1)
voronoi delaunay
(1)
mode detection
(1)
voronoi density estimator
(1)
Papers
An Efficient and Continuous Voronoi Density Estimator
AISTATS 2023
Active Nearest Neighbor Regression Through Delaunay Refinement
ICML 2022
Delaunay Component Analysis for Evaluation of Data Representations
ICLR 2022
Voronoi density estimator for high-dimensional data: Computation, compactification and convergence
UAI 2022
Voronoi Boundary Classification: A High-Dimensional Geometric Approach via Weighted Monte Carlo Integration
ICML 2019