skysight-inc/HackerNews huggingface dataset:
We need to define the derivative of a deep model. I mean a way to measure how a model change when we change one pixel in the training data. Since pixel -> feature -> margin, we need to define the derivative with respect to a natural parameter, the natural parameter of the model has to defined ad hoc for every application. Perhaps the natural parameter encodes an uninformative prior. The intuition is to use information theory to see how the discriminative power of the model change when the training data is perturbed. So we need to measure the derivative of the added information. Fisher information seems to be related to this.
Thanks for posting this and for the comments!

Before creating this repo I've researched existing solutions and described the comparison here:
https://medium.freecodecamp.org/five-ways-of-tracking-trends...
Mark, to his credit, hired some of the best people involved in Debian at the very beginning of Ubuntu's story. It absolutely had engineering teeth.

Then he goofed up over and over and over again, particularly when it came to community relationships.
Introducing energy efficiency measures does cause usage to go down in the short term, but assuming demand is elastic, then it will go up over time as people consume more.

Where Jevons Paradox has most utility is showing the futility of unilateral individual action. Don't think you are doing anything to help the environment by turning off that light switch.
What is the point of doing something that has no results?
Check out https://syncthing.net/

Written in Go, its lightweight (runs on my beaglebone and pi's) and has been absolutely stable for me for years (100 GB, 10+ devices). It hits all the requirement except encrypted nodes.
Not with SegWit addresses they couldn't, because the entire point of carrying out the Bitcoin Cash fork was to create something Bitcoin-like that didn't have Segwit and that its well-funded proponents could insist was the real Bitcoin. (They like to call Bitcoin "SegwitCoin".)
They claimed to approaching 1,000 cars a week around the end of the year. I put the numbers from Bloomberg on my blog on Thursday to track the accuracy:

http://h4labs.org/tesla-is-approaching-1000-model-3s-a-week/
Yep. I found the French upward nod very confusing the first few times I saw it.
Ghostery blocked the Twitter Button for me, which prevented the scripts from executing and updating the counter (which be default is 0).
For me, Ubuntu was the best successor to Mandrake, regarding the focus on desktop users and out of the box hardware support, even it required closed source binary blobs.

If Shuttleworth is indeed trying to Canonical, it wouldn't surprise me, the reality is that there isn't any big money to be earned on Desktop Linux.

Regular desktop users aren't going to pay for enough books, videos, on-site trainings or support, to make FOSS desktop development a viable longterm business.

As seen by the netbook failure (yes Microsoft also helped there) and the Android fragmentation, OEMs rather pick a distribution and change it to create "product differentiation" than actually just plain stick to the hardware part.

The two most successful Linux based desktop environments, ChromeOS and Android, hide the Linux parts so deep, that it could be changed by another POSIX like kernel and almost no one would notice.

Even Tizen is now more of a brand than anything else (Tizen RT is TinyAra not Linux).
You could build an application on top of ipfs as an encrypted store, and use ssb to broadcast your messages to other nodes.
#0: encoding what is, in essence, an essay, into video - to be viewed precisely at author's pace. Is there a transcript?
5 Reasons Why I Love Writing PureScript
This example is very confusing. If you buy a bunch of stuff to sell and don't sell it, then there is no income to pay taxes on. If you sell and make a profit, you pay tax on the profit. If you lose money you don't have profits to pay tax on.
Do you have example material that does fit your "concise text that goes straight to the subject"?
It's been a rough month for sure, but I don't think such a high frequency of hacks can continue.
That’s not true, actually: it strictly depends on which is the effective constraint in play at that particular point in the configuration space.
OpenJarvis: https://github.com/alexylem/jarvis

I'm also on that with some folks on irc (check my profile for contact).
Really curious about what the production bottlenecks are for the Model 3. Is it batteries? Would be thankful to anyone able to point me to further info on this =)
Only if you don't consider laptops as part of "pretty much all hardware".

Even my Eee PC 1215B, which was sold with Linux pre-installed, had wlan driver issues.

And nowadays with the whole AMD driver split, the 3D acceleration went down. For example, now I have to force enable it on Firefox.
Imperfection (80%) – Cheng Lou Talk
A bunch of people saw an A-list celebrity do a publicity stunt and wanted to have fun with it.

As far as the "Nazis!" claim goes you need to be able to read between the lines if you want to read an imageboard as trollish as 4chan. And if you want to see who really is behind the posts you can look up the first "He will not divide us" event at a New York museum. Spoiler alert: It's not nazis. ;)
And why should we assume that every cloud is the same? The china cloud might be different in tiny but important ways.

Or all the clouds might have 'evolved' a few minutes ago to comort with some new apple policy. This is all about trusting a corporation. I still prefer to handle my own encryption, keeping my keys how and where i like.
Im actually agreeing.
> But seems that the issues have been locked and not updated since November without explanation as to why.

GitHub shows issue creation date, not last update.
This Week in News: VMware and OpenFaaS, Chef InSpec, HPE OneSphere
After 401k, taxes, and rent, around 5-7k/mo (depends on your living situation).
It's a flywheel, some really good clutch mechanism and a straight track for linear acceleration, right?
More precisely end of march: https://groups.google.com/forum/#!topic/nix-devel/9sps8NLdwI...
Snap's CEO Received a $637M USD Bonus Last Year
I thought oil was used in Hawaii?

https://www.washingtonpost.com/graphics/national/power-plant...
None of this was really unknown, but perhaps not considered enough.

The article is simply making the point that HTTPS, by itself, doesn’t mean you can stop thinking about security & privacy. But I would have thought most people knew that already...
Testing with client-side JavaScript if the withdrawal amount is less than the account balance? Classic!

That had to be a known hole to the designer, presumably whoever wrote that code just bought tickets to a non-extradition country.
I'm French, I'm not a software engineer because I don't have the degree, but I can read every language out there, I speak English pretty well, I know how to do proper research to fix things, and as I saw in the comments, the situation here is very weird.

I have been unemployed my whole life, my medical condition might have something to do with it, but when I hear that French companies put a lot of faith in a degree I'm still disappointed. There might be some hr failure somewhere.

Job markets are weird. I'm still curious about working remotely for an American company. Can it be achieved? How is that done?
It might not be cultural offence the GP is referring to, but imprecise language in an article about language.

"because they’re on some Slavic shit."

Did Romania at some point get invaded by some other Slav people, is it merely Slavic language osmosis between cross-border dialects?

If the casus belli for US entry into WW2 was referred to as "Some shit the Japanese pulled" in a piece about history, wouldn't that give you pause?

It was an opportunity to teach a reader something, but the opportunity was exchanged for a popular short-cut expression. If found that somewhat irksome as well, even though it did not offend my cultural identity.
I think it depends on what the bad experience has cost you, and about the dynamics about the particular platform/system.

If I have a bad Lyft ride, I usually won't rate any lower than 4 stars, because of exactly what you're talking about, and because I know that an average rating of below something in the mid-4s can get a driver "fired". The ride may have been sub-par, but its purpose (getting me from A to B) has been fulfilled, and that's that. It's also probably on the order of single- or low-double-digit dollars, so I didn't spend too much on the bad experience. And again, the actual purpose of spending that money has been fulfilled. (Now, if a driver is actually driving unsafely, they get 1 star, plus an email to Lyft customer service, no matter what.)

If I've planned a vacation, however, and the Airbnb ended up being a bad experience, I'm absolutely going to write a bad review. I've likely spent a decent chunk of change on it, and I'm specifically spending that money (plus the money spent for transportation to get to this place) to have a good time. If the accommodations aren't as promised, and it impacts my ability to have a good time, then I'll leave an honest negative review because I haven't gotten the value I expected for that money.

I rented a place in Tahoe for New Years this year that ended up having some significant negatives. My friends and I still had a good time overall, but having to deal with the issues was frustrating and definitely detracted from our fun. It wasn't through Airbnb, so I left a detailed negative review of the management company on Yelp. I didn't feel bad about this; the people from the company I interacted with were friendly and attempted to be helpful (but fell a bit short in execution), but the cleanliness and condition of the property was below what I expected, so... bad review.
The article specifically mentions Chasing the Scream in the second half. I do recommend finishing it.
Samsung Tops Intel with EUV SRAM
this paper https://openreview.net/forum?id=HJC2SzZCW suggest that sensivity is related to poor generalization power. To define derivative we need to use a natural parameter in such a way that it measures sensivity and also allow us to use methods from calculus and manifolds, such as parallel transport of features. How a DNN label a cat when is catching a rat.
How New Managers Can Send the Right Leadership Signals
I think we (Europeans) generally argue that paying taxes and universal healthcare is great not that earning less is. Also while some professions pay less others pay more (like working in a grocery store) so it’s not that clear cut.
Nah, better to sell yourself to one company than to many in my opinion.

Keep in mind to use some of Google's paid services, so you get proper customer support, just in case. (GSuite, Pixel, GCP, Ads)
But is it? I don't actually think it's bad design. Having system images of a pre-loaded heap is pretty common in many systems and languages. How such systems are generated and loaded vary, but they always come with some tricky issues. This is especially common in lisp-like systems.

The whole lisp implementation is emacs is a bit crummy, but I don't get the excessive criticism against unexec. I consider lexical binding a much a much bigger oversight.
Don't forget about hedge funds.
Judging from the messages I get from recruiters there are plenty of them.

Their offer total compensations significantly above 100k£
Ruby 2.6.0-preview1 Released
Still looks pretty ugly to me. Why does an electric car need such a large front grille?
Not long ago i made a small website for that: https://madnight.github.io/grendy/ By the way, it's written in purescript and haskell : )
Yes, I did think that. The only hard part about Debian was finding the right ISO. The docs and installation experience were fantastic. To this day their landing page is kind of confusing, especially to a layman, so I'll give you that.
For you, university was a means to the end of learning academic thinking. For me, it was a means to the end of attaining a decent job.

There are certainly arguments to be made that university is by definition, in original intent, and in theory solely a vehicle for teaching academic thought, but I think the pragmatic counter to them is a poll of "why are you here?"[1] , and should be considered valid.

The end result is that university is in practice not one or the other but both: it must teach some academic thought, and provide some job-readiness.

I wish to digress for a moment into why that is not just a failing of many students to understand school's true purpose: many people (hi) do not come from a background where lifetime economic security is a guarantee, and while programming is a rare example (at least in North America) where if you spend the time, you can probably do it, and if you can do it, you can probably be paid well for it, there are unfortunately still gatekeepers. HR departments frequently resort to very base credentialism to sort through candidate resumés, and those with schooling typically come first and get higher base offers of compensation. Not to speak of the network social effects of spending years with other entrants into the field, and the opportunities for extra-curricular pursuits which also are well regarded by those gatekeepers.

These among other things have forced many people with mere occupational goals to pursue university degrees. I wish it were not like this, because my professors universally did not feel that that was a good reason to be there, and occasionally avoided very useful practical topics on principle, but I (and many within my cohort) felt there was no better alternative for a successful outcome in life, and it has mostly worked out.

1 - I of course have not conducted this poll, but I do strongly believe that at least a plurality would respond with job-attainment as their primary goal, and would not be surprised by an even greater response.
Well really, the problem here is lack of proper support which would solve the issue. This is solved by using their commercial services. (At least for Google and probably Microsoft) This way you get proper support.

I never really heard about someone getting banned for being a bot on Apple services.
Ok, that's completely different. If you don't feel physically safe about leaving a bad review, then you absolutely did the right thing. (Ignoring for a moment that it's pretty bad that you ended up in that position.)

The rest of what you're describing is definitely tricky. The host made you guys whole by offering an extra, unexpected benefit that was worth a great deal to you. I think you're absolutely justified in giving them points for that; it's maybe even a tacit admission that they might have known they let you down on amenities and offered to go above and beyond in a different dimension to make up for it.

However (assuming for a minute that you weren't worried about a confrontation), wouldn't it make sense to just give a high star rating that reflected your overall experience (sure, you might dock a star for the missing amenities, but then add it back for helping you out with luggage storage at the end), and then in the free-form text, describe both those negatives, and the positives as well? The host would hopefully be able to take the criticism constructively as intended, and future potential guests would also note that the host can be incredibly accommodating in the face of extraordinary needs.
It is cool but the goals they have are total bs and they know that themselves because noone who unserstands how this works would believe that stuff
You are being fooled. Those meals and buses are to keep you at work. Anything other than cash only ties you more tightly to the company. Demand money, not better snacks at the company store.
Qualcomm Taps Samsung's 7nm EUV for 5G
SEPA has provided free transfers years before Satoshi even posted his first post, and SEPA ICT's first draft was at a time when Bitcoin was published, but no one had used it yet.

The reason isn't the goodness of their hearts, it's simply a government mandated program to improve the payment infrastructure.
> okay, please donate 10% monthly from your salary to medecins sans frontiers and welthungerhilfe.

Giving money to firemen does not tackle what causes fires.
If in a DNN for label a cat we explore the group of movements of the animal cat (realistic movements available for a cat) we could relate the discriminative power of the DNN to the energy of the cat. The energy of the cat is related to the volume of the group of movements. A cat with zero energy has the identity group of movements (no movement), a hulk cat is able to alter many of her features, so a very power model is needed to identify a hulk cat. A person full of rage is able to change the color of her face, again energy alter training space. Sorry for using HN for thinking.
The authors of the paper have successfully conducted the attack on 227*227 images as well. The pixels are much harder to see with the human eye.

It seems that larger images increase the search space as a linear function of the dimensions. That is to say, it does take more time to find such pixels, but they are still relatively common.
What people think programming is vs. how it actually is
VP of Sales in Southeast Asia with Dahmakan (YC S17)
I’d say it’s about typical for that area, however it’s worth noting that the area is by no means typical relative to anywhere else.
In Slovakia the word for “yes” is “ano” but people shorten it to “’no”, which makes things very confusing when you get there :)
Im in industry automatization- and its usually that the production is a linear problem- in a tree of linear problems.
Meaning any station in the production may show problems after the start.

These come in 3 categorys- full stop (machine breaks/quality so bad production cant continue), solvable (machine can produce at reduced rate) - and hidden (quality problem shows down the line).

Hidden are the meanest problems, because you have to traverse back up the tree to the producer of the problem- solve the problem, which may result in new problems - migrating back down the production line.

Try to not see it as a binary problem of release- not release, but more of a very complex longterm graph traversing problem.
Rotating credentials prevents them from being used for a longer time after they've been stolen.

This is the sole reason why Let's Encrypt does 30-day certificates, and why the session tokens in OIDC are usually a few minutes at most.

The only one that's using a session token without invalidation time, forever, is Uber, and that was heavily criticized last time on HN.

And now, everyone's apparently in support of using the same password as login token for decades, never changing it.
>>I keep hearing people saying that Ethereum won't be able to deliver on it.

Those people are not credible. Most of them are 1-MB-limited-Bitcoin maximalists who are desperate to harm the reputation and adoption of platforms that threaten Bitcoin's place as the top cryptocurrency in the public mind, like Bitcoin Cash and Ethereum.
It is very bad indeed.

1. The judge in the pirate bay case was a member of an organisation "Svenska föreningen för upphovsrätt"/"The Swedish Organisation for Copyright" (my own translation), and it was decided not to be partial to the pirate bay case. See for example [0].

2. Even if there were diplomatic pressures on Sweden from the US (which there were [1], their actual impact is what is in question), it should be impossible for a minister to influence the police directly [2]. Which makes for the pirate bay take down to be a ridiculous coincidence.

3. Sweden allows lawyers with their own, so called, "intellectual property" interests to defend suspects of file-sharing. See for example [3] which do give credit for this lawyer doing a good job, but just in principle this seems absurd (imo). I hope he is not allowed to be the defence lawyer if it is his own material at least.

[0]
(Swedish, summary in English)
https://lup.lub.lu.se/student-papers/search/publication/3800...

[1]
https://torrentfreak.com/how-the-us-pushed-sweden-to-take-do...

[2]
https://en.wikipedia.org/wiki/Ministerstyre

[3]
(Swedish)
https://overklass.wordpress.com/tag/fildelning/
Saved you a click: 8357 (estimated)
You may want to look into the Cyprus bank depositor haircuts of early 2013
GOPATH is one weird thing that I have never been able to justify to myself when trying out Go. I keep all my code under ~/co, I clone others' repos under ~/co/External, many times I clone sth. to /tmp first, and move to ~/co/External if I see fit. Then this language comes around and says "well, that's not how you're supposed to do it, or you'll have to set this variable every time". Just good riddance.

> I'm also interested in seeing if there's any wider adoption of these ideas in the larger package management ecosphere.

If I'm not mistaken, isn't most of this how things work already? The minimal versioning algorithm may be novel, but things like locking dependency versions, no weird preconceptions on where you put code, easily caching dependencies etc. are nothing new in the greater programming community. But whatever, I'm happy that Go's taking this path.
Ah - yes. Ghostery was blocking it for me too. Maybe they should change the "0" to "updating - javascript needed" or some such?
if you are rooted with Swiftkey, there is a great xposed module: "Exi for Swiftkey"

You can swipe for "navigation" and set new long-press strings.
according to itjobswatch:

65k median
50k 10th percentile
90k 90th percentile

https://www.itjobswatch.co.uk/jobs/uk/senior%20developer.do
Does Cloudflare use a dedicated ip without sni?
I’m French (from Paris) and I’ve never seen this. I’d be confused as well if I ever saw it.
>I'm curious whether training the network by adding noise and other mutations to the set would make the network more resilient to this attacks. In other words, it's the training set or the network architecture that's vulnerable here?

This is called adversarial training and is currently the most popular technique for protecting neural networks against this type of attack. That being said, it doesn't work as well as one would hope: the adversarially trained models are usually still vulnerable to other attacks.
I am not really sure of what it means for a company "to lie". And I'm not sure it's illegal even for a person to lie, except under oath or in official investigations. A company can falsify official documents, but that would be fraud, and I think it's limited to financial matters, where there are precise algorithms to follow. Then there is false advertisement, but this as well, needs to say something definitely wrong about intrinsic characteristics of the product.

As far as I know (not much, in truth) allegations are that some Exxon scientist informed the management board of the concerns in the scientific community about climate change; the board simply decided that the risks were too far away in time and too uncertain, while the alternatives simply weren't there, for the company to take action upon this information. Which sounds like a perfectly reasonable conclusion in 1982. Also, throughout the years, Exxon seems to have financed and published sound climate science, while at the same time emphasizing the uncertainty of the conclusions in the communication for the general public. And again, this seems to be legitimate, as it is in everybody's right to state the facts as they are, while trying to spin them in the least damaging way for themselves.

Again, if the peer reviewed science was so sound, and publicly available, it was the duty of the government and politics to act upon it, not of the very companies that sold the product.
Huh, I haven't run an Ubuntu desktop in several years but I don't remember that being the case (i.e both locked the software down pretty tight). I found Debian Backports to be helpful for the few things an admin might want to go out of phase on for servers. Though to reiterate, I think the desktop class of user would be better served by a stabilized rolling release like -testing in this decade where things generally work better and LTS works against you.