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Co-authors
Danica Kragic
Professor of Computer Science, KTH - Royal Institute of Technology
Verified email at kth.se
Anastasia Varava
KTH Royal Institute of Technology
Verified email at kth.se
Vladislav Polianskii
KTH Royal Institute of Technology
Verified email at kth.se
Petra Poklukar
PhD Student, KTH Royal Institute of Technology
Verified email at kth.se
Giovanni Luca Marchetti
PostDoc, Royal Institute of Technology (KTH)
Verified email at kth.se
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Aniss Aiman Medbouhi
Doctoral researcher,
KTH Royal Institute of Technology
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Machine Learning
Topological Data Analysis
Computational Geometry
Brain-Computer Interfaces
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Year
Towards Topology-Aware Variational Auto-Encoders: From InvMap-VAE to Witness Simplicial VAE
AA Medbouhi
1
2022
Hyperbolic Delaunay Geometric Alignment
AA Medbouhi, GL Marchetti, V Polianskii, A Kravberg, P Poklukar, ...
arXiv preprint arXiv:2404.08608
, 2024
2024
InvMap and Witness Simplicial Variational Auto-Encoders
AA Medbouhi, V Polianskii, A Varava, D Kragic
Machine Learning and Knowledge Extraction 5 (1), 199-236
, 2023
2023
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