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Approximate gradients SVRG and LSVRG #1623

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MargaretDuff opened this issue Dec 13, 2023 · 0 comments · Fixed by #1625
Closed

Approximate gradients SVRG and LSVRG #1623

MargaretDuff opened this issue Dec 13, 2023 · 0 comments · Fixed by #1625
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@MargaretDuff
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v24.2.0

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@MargaretDuff
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SVRG
- https://proceedings.neurips.cc/paper/2013/file/ac1dd209cbcc5e5d1c6e28598e8cbbe8-Paper.pdf
- https://github.com/epapoutsellis/StochasticCIL/blob/svrg/Wrappers/Python/cil/optimisation/functions/SVRGFunction.py

LSVRG
- https://github.com/epapoutsellis/StochasticCIL/blob/svrg/Wrappers/Python/cil/optimisation/functions/SVRGFunction.py
@MargaretDuff MargaretDuff self-assigned this Dec 13, 2023
@MargaretDuff MargaretDuff moved this from ToDo to WIP in Work plan Dec 13, 2023
@MargaretDuff MargaretDuff changed the title Approximate gradients SVRG and LSR Approximate gradients SVRG and LSVRG Dec 13, 2023
@MargaretDuff MargaretDuff mentioned this issue Dec 14, 2023
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@MargaretDuff MargaretDuff moved this from WIP to PRs to review in Work plan Feb 15, 2024
@MargaretDuff MargaretDuff moved this to In Review in CIL work May 1, 2024
@gfardell gfardell removed this from CIL work May 1, 2024
@MargaretDuff MargaretDuff moved this to Needs reviewing in CIL Release v24.2.0 Jul 11, 2024
@gfardell gfardell added this to the v24.2.0 milestone Jul 15, 2024
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CIL Release v24.2.0
Status: Needs reviewing
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SVRG and LSVRG approximate gradient methods MargaretDuff/CIL-margaret
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@MargaretDuff @gfardell