Giovanni Luca Marchetti
9 papers · 2022–2025 · 6 conferences · across top CS/AI conferences
Achievements
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๐งญ Keyword Pioneer ๐ Conference Polyglot (6) ๐ Cross-Pollinator (11) ๐ Interdisciplinary Bridge ๐บ๏ธ Taxonomy Completionist (10)
๐ฃ
Hot Topic Early Bird
Conferences
AISTATS (3)
ICML (2)
COLT (1)
CORL (1)
ICLR (1)
UAI (1)
Top co-authors
Keywords
high-dimensional datum
(2)
density estimation
(1)
function approximation
(1)
group theory
(1)
fourier transform
(1)
numerical approximation
(1)
nearest neighbor regression
(1)
disentangled representation
(1)
latent space
(1)
local geometry
(1)
fourier feature
(1)
symmetry discovery
(1)
group invariance
(1)
equivariant representation
(1)
equivariant representation learning
(1)
latent space decomposition
(1)
computational geometry
(1)
kernel density estimator
(1)
voronoi tessellation
(1)
voronoi delaunay
(1)
Papers
MirrorDuo: Reflection-Consistent Visuomotor Learning from Mirrored Demonstration Pairs
CORL 2025
Position: Algebra Unveils Deep Learning - An Invitation to Neuroalgebraic Geometry
ICML 2025
Geometry of Lightning Self-Attention: Identifiability and Dimension
ICLR 2025
On the Geometry and Optimization of Polynomial Convolutional Networks
AISTATS 2025
Harmonics of Learning: Universal Fourier Features Emerge in Invariant Networks
COLT 2024
Equivariant Representation Learning via Class-Pose Decomposition
AISTATS 2023
An Efficient and Continuous Voronoi Density Estimator
AISTATS 2023
Active Nearest Neighbor Regression Through Delaunay Refinement
ICML 2022
Voronoi density estimator for high-dimensional data: Computation, compactification and convergence
UAI 2022