Baris Coskunuzer

Orcid: 0000-0001-7462-8819

According to our database1, Baris Coskunuzer authored at least 13 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
EMP: Effective Multidimensional Persistence for Graph Representation Learning.
CoRR, 2024

Time-Aware Knowledge Representations of Dynamic Objects with Multidimensional Persistence.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Chainlet Orbits: Topological Address Embedding for the Bitcoin Blockchain.
CoRR, 2023

ToFi-ML: Retinal Image Screening with Topological Machine Learning.
Proceedings of the Medical Image Understanding and Analysis - 27th Annual Conference, 2023

Topo-CXR: Chest X-ray TB and Pneumonia Screening with Topological Machine Learning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Histopathological Cancer Detection with Topological Signatures.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022
Geometric Approaches to Persistent Homology.
SIAM J. Appl. Algebra Geom., March, 2022

ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

TAMP-S2GCNets: Coupling Time-Aware Multipersistence Knowledge Representation with Spatio-Supra Graph Convolutional Networks for Time-Series Forecasting.
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
Smart Vectorizations for Single and Multiparameter Persistence.
CoRR, 2021

Geometric Approaches on Persistent Homology.
CoRR, 2021

Topological Relational Learning on Graphs.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021


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