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Mitchell Black
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Understanding Oversquashing in GNNs through the Lens of Effective Resistance
M Black, Z Wan, A Nayyeri, Y Wang
International Conference on Machine Learning, 2528-2547, 2023
282023
Computational Topology in a Collapsing Universe: Laplacians, Homology, Cohomology
M Black, W Maxwell, A Nayyeri, E Winkelman
Proceedings of the 2022 Annual ACM-SIAM Symposium on Discrete Algorithms …, 2022
62022
Effective Resistance and Capacitance in Simplicial Complexes and a Quantum Algorithm
M Black, W Maxwell
32nd International Symposium on Algorithms and Computation (ISAAC 2021), 2021
42021
Hodge Decomposition and General Laplacian Solvers for Embedded Simplicial Complexes
M Black, A Nayyeri
49th International Colloquium on Automata, Languages, and Programming (ICALP …, 2022
32022
An Incremental Span-Program-Based Algorithm and the Fine Print of Quantum Topological Data Analysis
M Black, W Maxwell, A Nayyeri
arXiv preprint arXiv:2307.07073, 2023
22023
Comparing Graph Transformers via Positional Encodings
M Black, Z Wan, G Mishne, A Nayyeri, Y Wang
arXiv preprint arXiv:2402.14202, 2024
2024
ETH-tight algorithms for finding surfaces in simplicial complexes of bounded treewidth
M Black, N Blaser, A Nayyeri, ER Vågset
38th International Symposium on Computational Geometry (SoCG 2022), 2022
2022
Finding minimum bounded and homologous chains in simplicial complexes with bounded-treewidth 1-skeleton
M Black, A Nayyeri
arXiv preprint arXiv:2107.10339, 2021
2021
Computing Bounded Chains and Surfaces in a Simplicial Complex with Bounded-treewidth 1-skeleton
M Black
Oregon State University, 2021
2021
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