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Description
Location
Please provide:
- Version: Online draft version July 8, 2022
- Page number: 117
- Line/equation number: Line 2 in Algorithm 5.1
Describe the mistake
Convergence criterion
Suggested change
Change into do-while loop:
do {
update \boldsymbol{\theta}^{(t+1)} \gets ....
update t \gets t+1
} while( $||\boldsymbol{\theta}^{(t)} - \boldsymbol{\theta}^{(t-1)} ||$ not small enough)
Alternatively, restrict the convergence check to
Additional comments
Algorithm 5.2 Trust region Newton's method has the same issue.
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