Mengqi Lou

According to our database, Mengqi Lou authored at least 8 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Accurate, Provable, and Fast Polychromatic Tomographic Reconstruction: A Variational Inequality Approach.

Mengqi Lou, Kabir Aladin Verchand, Sara Fridovich-Keil, Ashwin Pananjady

SIAM J. Imaging Sci., 2026

On Seeded Subgraph-to-Subgraph Matching: The ssSGM Algorithm and Matchability Information Theory.

Lingyao Meng, Mengqi Lou, Jianyu Lin, Vince Lyzinski, Donniell E. Fishkind

J. Comput. Graph. Stat., 2026

2025

Efficient reductions from a Gaussian source with applications to statistical-computational tradeoffs.

Mengqi Lou, Guy Bresler, Ashwin Pananjady

CoRR, October, 2025

Accurate, provable, and fast nonlinear tomographic reconstruction: A variational inequality approach.

Mengqi Lou, Kabir Aladin Verchand, Sara Fridovich-Keil, Ashwin Pananjady

CoRR, March, 2025

Computationally efficient reductions between some statistical models.

Mengqi Lou, Guy Bresler, Ashwin Pananjady

Proceedings of the International Conference on Algorithmic Learning Theory, 2025

2024

Do Algorithms and Barriers for Sparse Principal Component Analysis Extend to Other Structured Settings?

Guanyi Wang, Mengqi Lou, Ashwin Pananjady

IEEE Trans. Signal Process., 2024

Efficient reductions between some statistical models.

Mengqi Lou, Guy Bresler, Ashwin Pananjady

CoRR, 2024

Alternating minimization for generalized rank one matrix sensing: Sharp predictions from a random initialization.

Kabir Aladin Verchand, Mengqi Lou, Ashwin Pananjady

Proceedings of the International Conference on Algorithmic Learning Theory, 2024