518 citations · 877 across the 16 of their papers we have counts for
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math.OC2018
Optimal Sensor and Actuator Selection using Balanced Model Reduction
Krithika Manohar, J. Nathan Kutz, Steven L. Brunton
Optimal sensor and actuator selection is a central challenge in high-dimensional estimation and control. Nearly all subsequent control decisions are affected by these sensor/actuat…
stat.ML2018★ 163 cited
Sparse Principal Component Analysis via Variable Projection
N. Benjamin Erichson, Peng Zheng, Krithika Manohar +3
Sparse principal component analysis (SPCA) has emerged as a powerful technique for modern data analysis, providing improved interpretation of low-rank structures by identifying loc…