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01/27/2023
Multi-dimensional concept discovery (MCD): A unifying framework with completeness guarantees
The completeness axiom renders the explanation of a post-hoc XAI method ...
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12/24/2022
Reconstructing Kernel-based Machine Learning Force Fields with Super-linear Convergence
Kernel machines have sustained continuous progress in the field of quant...
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03/11/2022
Sparse Subspace Clustering for Concept Discovery (SSCCD)
Concepts are key building blocks of higher level human understanding. Ex...
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02/26/2021