Artificial Intelligence Research

>>8243044
Overfitting hyperparametric function approximators to large and costly datasets is all the rage these days.

>>8243048
what the fuck does hyperparametric mean

>>8243048
>Overfitting
b-but muh regularisation

>>8243061
google

>>8243061
Sometimes optimization techniques involve things called "hyperparameters" which are kind of like normal parameters except they can't be optimized in the usual way that parameters are optimized. They define some structural element of the method that usually stays constant throughout the optimization process. They must be hand-picked or subjected to some other kind of meta-optimization technique.

>>8243048
honestly, this sounds like usual hillclimbing/evolutionary algorithm stuff

>>8243128
He's describing neural nets, dumbass.

>>8243148
As if this would be more interesting

>>8243105
>"hyperparameters" which are kind of like normal parameters except they can't be optimized in the usual way that parameters are optimized.
>meta-optimization technique
Pretty much descrbes what one of my Global Optimization algorithms are doing. Can I publish in a CS/soft-AI journal? What are some good "AI" benchmarks?

>>8243272
Ask your adviser.

>>8243044
Combining neural nets and deep reinforcement learning

>>8244044
That's a hot topic from the perspective of the media, but not from the perspective of researchers.

>>8244044
>combining neural nets and deep learning
kek

if you do anything other than neural nets or an abstraction of it you are retarded

File: 1470174584100.png (594KB, 555x5015px) Image search: [Google]

594KB, 555x5015px

Some guy created a cell that evolved into an entire fully aware world

sex robots

>>8244134
Seems legit.

>>8244134
>Some guy
just say you got it off reddit you faggot

>>8244191
But I saw it on /g/

>>8244134
I read programmer, video game and spore then I stopped reading.

>>8243048
lol

>>8244732
Huh, why? It's a fun read.

>>8244762
He's almost certainly lying.

>>8244798
Absolutely certain he is lying, it's a fictional story...

Why the fuck you need that much digits of that number, if you need it you obviously suck at mathematics.

>>8246453
you are retarded :-)

your system think post is a spam because i am describing your algorythm and even using of that much computational power in base of primals lesser than 5 is rea

>>8243044
>What are hot topics in artificial intelligence

Taking your old paper, tweaking it, and republishing it.

>>8243044
where is the crossover between computational complexity and AI research ?

I've googled but can't find much

>>8248267
Sounds like it is not a hot topic, faggot

>>8244134
Greg Egan said it first, and better: http://ttapress.com/553/crystal-nights-by-greg-egan/

>>8248267
Anywhere in AI where algorithms are used e.g. everywhere.