mostafab

13 ms·

31.
by mostafab 9y ago
I am not sure to fully understand your remark, but if you have a benchmark graph convolutions vs. char-CNN, it would be great to write your result and post it on Arxiv. Pande will be interested ;) The problem is not with the theoretical mot
32.
by mostafab 9y ago
From a user viewpoint, Deepchem would greatly benefit from being a better team player with lower-level (Tensorflow) or other (Pytorch) frameworks. The pace of research (in NLP in particular) is too fast to make it realistic to port everythi
33.
by mostafab 9y ago
Sorry for this inconvenience. Content without ads is rarely free.
34.
by mostafab 9y ago
In general, you are right. But in this particular case, char-CNN is the standard used by many people, Stanford included. It is not sophisticated at all. Look at the big list of exotic models they tried: http://moleculenet.ai&#x2F
35.
by mostafab 9y ago
Author here 1. I agree that graph convolutions make a lot of sense. However, it is not shown yet that they are better than SMILES, although it might just be a matter of time. A lot of graph variants are possible, or maybe we should look at
36.
by mostafab 9y ago
it has been done here: https://arxiv.org/abs/1712.02734
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AI in drug discovery is overhyped: examples from AstraZeneca, Harvard, Stanford(medium.com)
229 points by mostafab 9y ago|99 comments
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AI in drug discovery is overhyped: examples from AstraZeneca,Harvard,Stanford(medium.com)
2 points by mostafab 9y ago|0 comments
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AI in drug discovery is overhyped: examples from AstraZeneca, Harvard, Stanford(medium.com)
1 points by mostafab 9y ago|0 comments
40.
Startcrowd: A Blockchain Network for Artificial Intelligence Projects(medium.com)
4 points by mostafab 9y ago|0 comments
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ChemGAN challenge for drug discovery: can AI reproduce natural diversity?(medium.com)
1 points by mostafab 9y ago|0 comments
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ChemGAN challenge for drug discovery: can AI reproduce natural diversity?(medium.com)
1 points by mostafab 9y ago|0 comments
43.
by mostafab 9y ago
Yes, that's why the best way to increase the numvber of remote companies is to build them from scratch, with a remote incubator. That's what I am doing: http://www.startcrowd.club
44.
by mostafab 9y ago
I made a job board for remote jobs in data science: https://www.facebook.com/groups/1054526381348851/
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by mostafab 9y ago
Maybe because RL research is not democratized enough to practionners. It is easier to study RL in a controlled environment like a video game (those 'elite researchers' are still not smart enough for real-world applications). So yo
46.
by mostafab 9y ago
If you published your research in peer-reviewed venues, it would help your democratization ambitions. Few people can pay attention to original research that is buried into teaching material.
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by mostafab 9y ago
Reinforcement Learning is fundamental research, it needs sponsors like Musk to survive. Agriculture and medicine are applied research, they can find their own independent business models for monetization. That's what we are doing at St
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Thank You for Inviting Me to Build Your App in Exchange for Equity,Kind Stranger(hackernoon.com)
6 points by mostafab 9y ago|1 comments
49.
by mostafab 9y ago
The market needs signals, and the point of Goldberg was that those signals are missing with arxiv, and that just looking at the lab reputation was a poor signal. I am working on it, contact me for details.
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by mostafab 9y ago
>But the problem is real and something must be done I am working on a social network for papers that addresses this problem. Arxiv is too vulnerable to fake news articles because it is an archaic social network. I also think https:&#x2F
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Remote Jobs in Artificial Intelligence and Data Science(linkedin.com)
3 points by mostafab 9y ago|0 comments
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Remote Jobs in Artificial Intelligence and Data Science(linkedin.com)
5 points by mostafab 9y ago|0 comments
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Remote Jobs in Artificial Intelligence and Data Science(facebook.com)
3 points by mostafab 9y ago|0 comments
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Make Pharma Great Again with Artificial Intelligence: Some Challenges(hackernoon.com)
1 points by mostafab 9y ago|0 comments
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by mostafab 9y ago
I will not pay in any case
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Make Pharma Great Again with Artificial Intelligence: Some Challenges(medium.com)
1 points by mostafab 9y ago|0 comments
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Show HN: Startcrowd – Collaborate on ambitious AI products(startcrowd.club)
2 points by mostafab 9y ago|0 comments
58.
How AI Startups Must Compete with Google: Reply to Fei-Fei Li(hackernoon.com)
2 points by mostafab 9y ago|0 comments
59.
How AI Startups Must Compete with Google: Reply to Fei-Fei Li(hackernoon.com)
3 points by mostafab 9y ago|0 comments
60.
How AI Startups Must Compete with Google: Reply to Fei-Fei Li(medium.com)
1 points by mostafab 9y ago|0 comments

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