Benchmarking Differential Evolution on a Quantum SimulatorAdvances in Artificial Intelligence and Machine Learning (AAIML), 2023 |
Wasserstein Auto-Encoders of Merge Trees (and Persistence Diagrams)IEEE Transactions on Visualization and Computer Graphics (TVCG), 2023 |
Topological Deep Learning: A Review of an Emerging ParadigmArtificial Intelligence Review (AIR), 2023 |
Principal Geodesic Analysis of Merge Trees (and Persistence Diagrams)IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022 |
Consistent Interpolating Ensembles via the Manifold-Hilbert KernelNeural Information Processing Systems (NeurIPS), 2022 Yutong Wang Clayton D. Scott |
A Domain-Oblivious Approach for Learning Concise Representations of
Filtered Topological Spaces for ClusteringIEEE Transactions on Visualization and Computer Graphics (TVCG), 2021 |
Adaptive Partitioning for Template Functions on Persistence DiagramsInternational Conference on Machine Learning and Applications (ICMLA), 2019 |