Anastasiia Varava
7 papers · 2017–2023 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(5)
Learning Types · Machine Learning
(3)
Mathematics & Optimization
(2)
Mathematics
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Robotics
(1)
Applications
(1)
Capabilities
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Keywords
contrastive learning
(2)
high-dimensional data
(2)
geometric analysis
(2)
representation learning
(2)
function approximation
(1)
topological data analysis
(1)
group theory
(1)
outlier detection
(1)
numerical approximation
(1)
nonparametric density estimation
(1)
nearest neighbor regression
(1)
generative model
(1)
disentangled representation
(1)
latent space
(1)
mobile robot
(1)
local geometry
(1)
equivariant representation
(1)
equivariant representation learning
(1)
latent space decomposition
(1)
computational geometry
(1)
Papers
An Efficient and Continuous Voronoi Density Estimator
AISTATS 2023
Equivariant Representation Learning via Class-Pose Decomposition
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
GeomCA: Geometric Evaluation of Data Representations
ICML 2021
Herding by Caging: a Topological Approach towards Guiding Moving Agents via Mobile Robots
RSS 2017