xcodevn

8 ms·

61.
GPT 9000 for Speech Signal
2 points by xcodevn 6y ago|1 comments
62.
Generative MNIST-RNN(repl.it)
1 points by xcodevn 6y ago|0 comments
63.
Parallel Worlds Probably Exist. Here’s Why [video](youtube.com)
1 points by xcodevn 7y ago|0 comments
64.
by xcodevn 7y ago
It is called Quantum Field Theory.
65.
GPT-2: 6-Month Follow-Up(openai.com)
160 points by xcodevn 7y ago|93 comments
66.
Finding the Brain’s Compass(news.mit.edu)
12 points by xcodevn 7y ago|1 comments
67.
by xcodevn 8y ago
I would pick variational auto-encoders (VAEs) as the closest analogy to how the brain functions. Brain observes data and encodes it to a latent vector. When we imagine something or dreaming, brain decodes latent vector to video. Moreover, u
68.
Reinforcement learning: Fast and slow – Matthew Botvinick [video](youtube.com)
2 points by xcodevn 8y ago|0 comments
69.
by xcodevn 8y ago
Google RAPPOR technique adds noise to the report at client (user) side. The noisy reports are then collected to a central server for analysis. Doing this guarantees differential privacy, a strong privacy protection. However, the major dis
70.
by xcodevn 8y ago
You don't need to trust all third-parties. Crypto magic guarantees that what you need is at least ONE server being honest. If you trust Mozilla, then you have nothing to worry about, except the proof or program may be wrong ;) Third-
71.
by xcodevn 8y ago
> I can bring a more accurate wind speed sensor to calibrate the windmill against the wind [...] But what should the prior be? [...] I have to have a crisp number — a full distribution actually, accurate out to the tails. What would you
72.
by xcodevn 8y ago
By definition of conditional probability: P(A|B) = P(A,B) / P(B) and P(B|A) = P(A,B) / P(A). Therefore, P(B|A) = P(A|B) * P(B) / P(A).
73.
by xcodevn 8y ago
> It is very hard to validate a given choice of a prior in many applications. E.g., if I claim one prior, and another investigator claims a sharper one, it can be very difficult to decide who is right. Both prior and likelihood are our m
74.
by xcodevn 8y ago
See the discovery paper of gravitational waves [1] which uses informative priors from physical evidences/constraints. [1]: https://journals.aps.org/prl/abstract/10.1103/PhysRevLett.11...
75.
by xcodevn 8y ago
I strongly disagree. Bayesian inference is the only known self-consistent formal system for doing science, i.e. updating our belief system about the world based on the current evidence.
76.
by xcodevn 8y ago
There are several libraries. PyMC4 [1], the next version of PyMC3, will introduce TF as a backend. Tensorflow probability [2] from Google. PYRO [3], from Uber, uses Pytorch backend. [1]: https://github.com/pymc-devs/py
77.
by xcodevn 8y ago
I truly believe that Bayesian inference is the statistics of the 21st century. Recent advances in MCMC (e.g., NUTS, Stan [1]) and variational inference (e.g., ADVI [2], VAE [3], etc.) + more computing power than ever promise a near future i
78.
All About That Bayes: Probability, Statistics [video](youtube.com)
1 points by xcodevn 8y ago|0 comments
79.
Ask HN: Is conciousness a hierarchical attention mechanism?
1 points by xcodevn 8y ago|0 comments
80.
by xcodevn 9y ago
Now let's think about the feeling of people in other countries when be attacked by US missiles.
81.
Searching for Good Neural Networks with Neuroevolution(eng.uber.com)
8 points by xcodevn 9y ago|1 comments
82.
by xcodevn 9y ago
A quote from Microsoft's video: "[A] computer that computes in a billion parallel universes at the same time". This is a bold statement with no physical evidence to backup and no idea how quantum computer works.
83.
by xcodevn 9y ago
If you read the paper https://arxiv.org/abs/1705.09558 , in section 2.1, it defines two conditional posteriors for the parameters of the generator and discriminator. Then, classical GAN is just a maximum likelihood esti
84.
by xcodevn 9y ago
And for Bayesian GAN, you have a model that generates those two models that are pitted against each other.
85.
Solving an Ancient Tablet's Mathematical Mystery [video](youtube.com)
1 points by xcodevn 9y ago|0 comments
86.
Germany accuses Vietnam of kidnapping asylum seeker in Berlin(reuters.com)
2 points by xcodevn 9y ago|0 comments
87.
by xcodevn 10y ago
I think consciousness is a concept created by our brain. It likes the concept of 'angry'. We all know what it feels like. But there is no 'angry'thing, our brain created it too.
88.
Astronomers have found 7 Earth-size planets circling a dwarf star (cached)(web.archive.org)
3 points by xcodevn 10y ago|0 comments
89.
Alto Restoration Part 13 – Tools Development Struggle(youtube.com)
2 points by xcodevn 10y ago|0 comments
90.
Given more time, a Turing machine can solve more problems(en.wikipedia.org)
1 points by xcodevn 10y ago|0 comments

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