Vladislav Polianskii
5 papers · 2019–2023 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
ICML (2)
AISTATS (1)
ICLR (1)
UAI (1)
Top co-authors
Keywords
high-dimensional datum
(2)
voronoi cell
(2)
function approximation
(1)
numerical approximation
(1)
nearest neighbor regression
(1)
monte carlo integration
(1)
local geometry
(1)
computational geometry
(1)
high-dimensional classification
(1)
kernel density estimator
(1)
voronoi tessellation
(1)
voronoi delaunay
(1)
mode detection
(1)
voronoi density estimator
(1)
non-parametric density estimation
(1)
active learning
(1)
geometric confidence
(1)
density estimation
(1)
Papers
An Efficient and Continuous Voronoi Density Estimator
AISTATS 2023
Delaunay Component Analysis for Evaluation of Data Representations
ICLR 2022
Active Nearest Neighbor Regression Through Delaunay Refinement
ICML 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