Calendar

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Last modified: Tue Mar 29 15:19:46 PDT 2022

	Mon	Tues	Wed	Thur	Fri
Week 1	Presentation on Electromagnetic Inverse Problems Classes begin		Lec 1: Well-posedness and conditioning		Lec 2: Linear Least Squares problems and Regularization
2	Lec 3: Regularization (cont.)		Lec 4: SVD and Ill-posedness		Lec 5: Ill-conditioning and Low-rank approximations Last day to add/drop
3	Lec 6: Chap 1 Filtering		Lec 6: Chap 1 Filtering (cont.)		Chap 6 Parameter Identification
4	Chap 6 Parameter Identification (cont.)		Convergence		Model Validation HW1 Due
5	Chap 4 Statistical Estimation Theory		Chap 4 Statistical Estimation Theory (cont.)		"Gradient-based Methods for Optimization": Part 2 "Stochastic Spectral Approaches to Bayesian Inference"
6	Unconstrained Optimization Proposal Due		Steepest Descent		Line Search HW2 Due
7	Newton's Method		Newton Convergence		Inexact Newton and Quasi-Newton Last day to change to S/U
8	Nonlinear Least Squares and Gauss-Newton		Levenberg-Marquardt and Trust Regions		Chap 9 Constrained Optimization HW3 Due
9	Gradient Projection Method
10	Memorial Day No Classes
11