Mircea Petrache
5 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Optimization & Theory · Machine Learning
(3)
Computer Science
(1)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Architectures
(1)
Core Methods
(1)
Foundations
(1)
Mathematics
(1)
Methods
(1)
Models
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Techniques
(1)
Keywords
wasserstein distance
(1)
structured matrix
(1)
point cloud
(1)
flow matching
(1)
topological data analysis
(1)
computational complexity
(1)
weisfeiler-lehman test
(1)
algorithm analysis
(1)
riemannian geometry
(1)
fisher-rao metric
(1)
generative model
(1)
generalization bound
(1)
convolutional neural network
(1)
inductive bia
(1)
graph isomorphism
(1)
group equivariance
(1)
discrete data
(1)
statistical manifold
(1)
persistence diagram
(1)
neural network
(1)
Papers
Symmetry-Based Structured Matrices for Efficient Approximately Equivariant Networks
AISTATS 2025
A Class of Topological Pseudodistances for Fast Comparison of Persistence Diagrams
AAAI 2024
Fisher Flow Matching for Generative Modeling over Discrete Data
NeurIPS 2024
Approximation-Generalization Trade-offs under (Approximate) Group Equivariance
NeurIPS 2023
Three Iterations of (d − 1)-WL Test Distinguish Non Isometric Clouds of d-dimensional Points
NeurIPS 2023