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curuinor
searching PlanetScale…
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56 ms
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481.
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by
curuinor
11y ago
This may not be the answer you were hoping for, but if you do not have the background already to do this sort of thing and if you are not already stubborn enough to start learning mathematics on your own, school may be for you. I assume you
482.
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curuinor
11y ago
And if you want to solve SAT with neural networks, you usually go back to a modified version of the Hopfield network. Rumelhart was also inspired by poking at MAX-CSP, at least according to McClelland.
483.
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curuinor
11y ago
Hopfield was the first to poke at Ising model spin to create memory-having systems, creating his Hopfield model where memory states are represented as attractors in the Hamiltonian search space. Add hidden units to that, and you get the gen
484.
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curuinor
11y ago
It's notable that there are actually no enforced prerequisites for 229, besides basically being OK at math. Which meant that I knew an education major who sat down, tried to take it and sort of crashed and burned in the third week.
485.
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curuinor
11y ago
I took the in-person course at stanford. I recall the first problem set in cs229 was about as hard as the entirety of the Coursera course combined...
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curuinor
11y ago
I used to save my ideas, quite rigorously. Now, I try not to. Ideas are nothing, execution is everything, and execution is very much composed of things that you will remember, because they are so specific.
487.
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curuinor
11y ago
No, because the distributedness of the representation means that exponentially large Markov chains would be needed to replace linearly growing deep models. See this paper on the recurrent temporal RBM ( http://www.cs.utoronto.ca&#
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curuinor
11y ago
This is the Chaitin of Kolmogorov-Solomonoff-Chaitin complexity, if the argument seems familiar. I like Grassberger-Crutchfield-Young ( http://www.scholarpedia.org/article/Complexity , look for Statistical complexity) co
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Metafilter reinstates Gopher server
(metatalk.metafilter.com)
10 points
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curuinor
11y ago
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0 comments
490.
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Show HN: Stupid MLP Sparsification
(github.com)
1 points
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curuinor
11y ago
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0 comments
491.
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curuinor
11y ago
Mandelbrot and NN Taleb's claim requires non-Markovianness of the walks. Fractional brownian motion, for example, exhibits long-range dependence. Also "randomness" is measured using Kolmogorov complexity, a quantity which is
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curuinor
11y ago
Positive feedback loop, specifically. Tesauro noted power-law times in BP learning and you can go off and look at highly skew distributions in BP weight assignments on your own. Simon had a little program of research on skew distributions i
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curuinor
11y ago
H. Simon was among the founders of artificial intelligence and a very important microeconomicist, and I have often thought that these disciplines are not fundamentally different. What problem does backpropagation solve? Credit assignment. W
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curuinor
11y ago
I wrote a thing previously noting that some of the same fractal phenomena happen in word2vec ( http://howonlee.github.io/2016/02/05/Fractal-20Wordvecs.html ).
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curuinor
11y ago
A challenge: find a symbolic system which does not obey a Zipfian distribution or has a heavy tail. You will fail. Programming included.
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Fractal Structure in Word2Vec Embeddings
(howonlee.github.io)
3 points
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curuinor
11y ago
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0 comments
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Social Network Patterns in Neural Network (Multilayer Perceptron) Gradients
(howonlee.github.io)
3 points
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curuinor
11y ago
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498.
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Poking at causation, 1 of 3
(howonlee.github.io)
3 points
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curuinor
11y ago
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0 comments
499.
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curuinor
11y ago
Read many children's books. It may be of use, just because of the farness of the language from English and of the effort you will need to expend to learn anything, to get formal schooling, and to use formal textbooks. Yonsei University
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curuinor
11y ago
it's the CDG's library, there's other people in there and it's definitely not just 2015
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curuinor
11y ago
The actual space is really really cool and is the instantiation of their longer-term project, which is supposed to be an attempt to reify D. Engelbart's vision for what computation is to be.
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curuinor
11y ago
No, I'm afraid not. He didn't seem incredibly eccentric to me, anyhow, just a ridiculously hard worker
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curuinor
11y ago
Primary investigator-like people. Like, he hires researchers to work under him.
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curuinor
11y ago
He's one of the PI-like people at the CDG. ( http://www.fastcodesign.com/3046437/5-steps-to-recreate-xero... )
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curuinor
11y ago
Are any of the CDG kids sharing the computer-that-fits-in-a-room dealie they have in this library?
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curuinor
11y ago
The quality of being realistic in a mediated environment is called telepresence, or presence. There's a journal for it. It's a small journal, although pretty old for a CS journal (not at all old for a social science journal) so I
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curuinor
11y ago
I was in Jeremy's lab as an undergrad and master's student. There was a team of student RA's which was from the communications department and a team of student programmers who were CS, EE and Symbolic Systems. Many of the gra
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curuinor
11y ago
And I have also thought about the process of making friends for many years. Consider that the complex network which is considered the ego network (a la the sociologists) is really considered a complex network, just like the overall global s
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curuinor
11y ago
I have implemented and used a similar thing for many years. I think a very great virtue of such a system is that you can run a cronjob pretty easily to email you reminders to contact any friends you haven't poked at much.
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curuinor
11y ago
A. Teller is probably more interesting to HN folks because he's head of Google X. This seems incongruous a little bit and then you see how people in Palo Alto parent...
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