Provably safe and robust learning-based model predictive control

A tutorial on support vector regression

Alex Smola, Bernhard Schölkopf · Statistics and Computing · 2004 · 13K citations

Computing, Computer Science, Data Mining +11

Ridge Regression: Biased Estimation for Nonorthogonal Problems

Arthur E. Hoerl, Robert W. Kennard · Technometrics · 1970 · 8.9K citations

Computing, Biostatistics, Econometrics +15

Constrained model predictive control: Stability and optimality

D.Q. Mayne, James B. Rawlings, Christopher V. Rao et al. · Automatica · 2000 · 8.5K citations

Natural Sciences, Mathematics, Dynamical Systems +10

Identification and control of dynamical systems using neural networks

Kumpati S. Narendra, K. Parthasarathy · IEEE Transactions on Neural Networks · 1990 · 8K citations

Computing, Computer Science, Artificial Intelligence +16

Ridge Regression: Biased Estimation for Nonorthogonal Problems

Arthur E. Hoerl, Robert W. Kennard · Technometrics · 2000 · 6.6K citations

Computing, Biostatistics, Econometrics +15