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Quotes tagged ‘Dumb But Right Enough’

(10 total)

Being dumb is smarter than being smart.

— Boris Veldhuijzen van Zanten, thenextweb.com

Despite the simplicity of the approach, we were surprised to find that the method was able to substantially outperform a number of existing approaches on popular few-shot image classification benchmarks, Omniglot and MiniImageNet2, including existing approaches that were much more complex or domain…

— Chelsea Finn, bair.berkeley.edu

Scruffy Reasoning — I work in an imprecise world: I start with structured knowledge representations and classic algorithms, and then I generalize them to be more compatible with the incomplete and noisy data of the real world.

— Catherine Havasi, web.media.mit.edu

These structures are crude and schematic, but as with most of the workings of gender and/or authority, the crude and schematic is usually all too apt.

— Jane Gallop, amazon.com

You don’t need to understand the details of the message; it’s enough to get the gist of it by seeing which words it contains.

— Pedro Domingos, amazon.com

All models are wrong, but some are useful.

— George Box, www-sop.inria.fr

If you try to come up with a set of rules that makes an exception, you’ll probably wind up with a worse answer than if you’d just ignored it. Learning a set of rules that gets [hyper-contextual instances] right is actually counterproductive: you’re better off ‘misclassifying’ it.

— Pedro Domingos, amazon.com

As a rule of thumb, a dumb algorithm with lots and lots of data beats a clever one with modest amounts of it.

— Pedro Domingos, homes.cs.washington.edu

Even if an exact solution is far beyond reach, a reasonable approximate solution is quite feasible.

— Steven Abney, cs.columbia.edu

The ‘dumb’ approach of machine learning eventually beats human experts.

— Adam Geitgey, medium.com

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