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06/10/2023
Neural Injective Functions for Multisets, Measures and Graphs via a Finite Witness Theorem
Injective multiset functions have a key role in the theoretical study of...
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01/31/2023
Complete Neural Networks for Euclidean Graphs
We propose a 2-WL-like geometric graph isomorphism test and prove it is ...
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07/18/2022
Symmetrized Robust Procrustes: Constant-Factor Approximation and Exact Recovery
The classical Procrustes problem is to find a rigid motion (orthogonal t...
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05/18/2020
The Trimmed Lasso: Sparse Recovery Guarantees and Practical Optimization by the Generalized Soft-Min Penalty
We present a new approach to solve the sparse approximation or best subs...
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02/10/2017
A New Rank Constraint on Multi-view Fundamental Matrices, and its Application to Camera Location Recovery
Accurate estimation of camera matrices is an important step in structure...
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06/10/2015