EE 378 A : References

Useful references for most topics in this class:

A. Tsybakov, Introduction to Nonparametric Estimation, Springer, 2009

S. Mallat, A Wavelet Tour of Signal Processing, Academic Press, 2008

We will post papers/reviews that cover specific topics:

A. M. Stuart, Inverse problems: A Bayesian perspective, 2010

G. Ongie, A. Jalal, C. A. Metzler, R.G. Baraniuk, A.G. Dimakis, and R. Willett, Deep Learning Techniques for Inverse Problems in Imaging, 2020