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On standards or conventions specific to machine learning as an academic discipline, and programs that lead to a degree in this (sub)field. For regular machine learning questions, visit our sister sites Mathematics SE and Statistics SE.
1
vote
Accepted
How does one proceed when publishing a research paper to refute the conclusions of another (...
Showing that something in the literature is shaky or incomplete or mistaken is part of how science advances.
If you can replace a published claim with something better rather than just showing that it …
17
votes
Frustration with machine learning and deep learning research
It's no surprise that many promising ideas don't work out. Indeed
Maybe this idea is simply not doable for the current task.
For a related story in mathematics, see What to do when you spend several …
1
vote
Writing a six-year individual (group leader) research proposal (in machine learning)
I've nothing specifically ML to offer. As a general strategy for a six year proposal I'd recommend writing about several current ideas you've already started on, with hopes/plans to have publishable w …