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Mengqi Lou
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Alternating minimization for generalized rank-1 matrix sensing: sharp predictions from a random initialization
KA Chandrasekher, M Lou, A Pananjady
Information and Inference: A Journal of the IMA 13 (3), iaae025, 2024
122024
Hyperparameter tuning via trajectory predictions: Stochastic prox-linear methods in matrix sensing
M Lou, KA Verchand, A Pananjady
arXiv preprint arXiv:2402.01599, 2024
32024
Do algorithms and barriers for sparse principal component analysis extend to other structured settings?
G Wang, M Lou, A Pananjady
IEEE Transactions on Signal Processing, 2024
12024
Alternating minimization for generalized rank one matrix sensing: Sharp predictions from a random initialization
KA Verchand, M Lou, A Pananjady
International Conference on Algorithmic Learning Theory, 808-809, 2024
2024
Computationally efficient reductions between some statistical models
M Lou, G Bresler, A Pananjady
arXiv preprint arXiv:2402.07717, 2024
2024
On seeded subgraph-to-subgraph matching: The ssSGM Algorithm and matchability information theory
L Meng, M Lou, J Lin, V Lyzinski, DE Fishkind
arXiv preprint arXiv:2306.04016, 2023
2023
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