Anastasiia Varava
7 papers · 2017–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (6) π Cross-Pollinator (11) π Renaissance Researcher (6)
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Taxonomy Completionist
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Conferences
AISTATS (2)
ICML (2)
ICLR (1)
RSS (1)
UAI (1)
Top co-authors
Keywords
high-dimensional datum
(2)
motion planning
(1)
dimensionality reduction
(1)
representation learning
(1)
contrastive learning
(1)
density estimation
(1)
function approximation
(1)
geometric analysis
(1)
topological data analysis
(1)
group theory
(1)
numerical approximation
(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)
Papers
Equivariant Representation Learning via Class-Pose Decomposition
AISTATS 2023
An Efficient and Continuous Voronoi Density Estimator
AISTATS 2023
Voronoi density estimator for high-dimensional data: Computation, compactification and convergence
UAI 2022
Delaunay Component Analysis for Evaluation of Data Representations
ICLR 2022
Active Nearest Neighbor Regression Through Delaunay Refinement
ICML 2022
GeomCA: Geometric Evaluation of Data Representations
ICML 2021
Herding by Caging: a Topological Approach towards Guiding Moving Agents via Mobile Robots
RSS 2017