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Fixes to mode_compute=5. (1) force univariate steps at every iteration: ...

Marco Ratto requested to merge rattoma:master into master

...improve robustness at the expenses of a bit less efficiency; (2) fix gradient computation for special cases when the value of the parameters get stacked at the prior boundary.

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