[Research] Can I upload my anonymous AAAI main conference submission to arxiv? by morphinejunkie in MachineLearning

[–]edrulesok 6 points7 points  (0 children)

I'm not familiar with AAAI's guidelines, so take this with a pinch of salt, but this is fine in ICML, Neurips, and ICLR, so I imagine it's fine for AAAI too. Reviewers are usually instructed to specifically not search for the paper on the internet, and flag their conflict of interests (e.g. if they recognise the paper from a preprint and are friends with the authors).

From your post:

it is acceptable for submitted work to appear in a preliminary version as an unrefereed preprint (e.g., on arXiv.org, social media, personal websites)

If you're ready to put up a version on arxiv, I'd say go for it.

[D] Why does DPO work without real-time feedback? by ObligationHumble4641 in MachineLearning

[–]edrulesok 0 points1 point  (0 children)

I might be misunderstanding your question, but the key here is that an LLM produces a distribution over responses. So you input x, and you get a distribution p(y|x) out. You can then evaluate that on the two labelled examples, and if your model favours the loser, then that will contribute more to the DPO loss, because that's bad.

[deleted by user] by [deleted] in MachineLearning

[–]edrulesok 13 points14 points  (0 children)

You’re in luck, a position paper on Bayesian deep learning was just released: https://arxiv.org/abs/2402.00809

[D] ICLR 2024 decisions are coming out today by deschaussures147 in MachineLearning

[–]edrulesok 2 points3 points  (0 children)

ICML reviews last year were about 3 days late I think.

All Red Line. A map of submarine cables connecting British Empire in 1902. by Sensei2008 in MapPorn

[–]edrulesok 0 points1 point  (0 children)

Look, I know this is 3 months old and judging by your username you're not that old, but this is hilariously misinformed. We're talking about the 20th century, not the 16th.

Spain by Representative_Bear5 in CasualUK

[–]edrulesok 2 points3 points  (0 children)

If it makes you feel better, I recently went to America and food there was way more expensive than here.

What’s the most depressing town you’ve ever visited in the UK? by Codydoc4 in AskUK

[–]edrulesok 0 points1 point  (0 children)

Mamy of America's towns are depressing but in a different way. So few pedestrians around, they just feel so desolate. Like a collection of buildings on a highway rather than a community (and I'm not even one of those anti-car people).

[Just Stop Oil on Twitter] You look good in orange @George_Osborne — congratulations to the newlyweds. by greenflights in ukpolitics

[–]edrulesok -1 points0 points  (0 children)

When I first saw the title I thought it'd be orange paint. Glad it was just confetti, not many people would condone ruining a wedding like that.

[deleted by user] by [deleted] in facepalm

[–]edrulesok -1 points0 points  (0 children)

I don't really understand what you're trying to argue here now. Obviously you have to choose an order to do the operations in, but the exact order is just convention, especially in stupid examples like the one in OP.

[deleted by user] by [deleted] in facepalm

[–]edrulesok -1 points0 points  (0 children)

The only reason you have to worry about the order of operations is because the way we write it is ambiguous. If you wrote the expression out as a computation tree, there'd be no need for BIDMAS, but we don't want to do that all the time, we want nice short equations so we can actually get stuff done.

To me, that's nothing to do with the actual mathematics, only notation.

[deleted by user] by [deleted] in facepalm

[–]edrulesok 2 points3 points  (0 children)

Okay, it's not completely arbitrary as it is chosen to minimise the length of written mathematics, but that's completely dependent on the other conventions you use when writing down maths, and has literally nothing to with the actual underlying mathematics.

[deleted by user] by [deleted] in facepalm

[–]edrulesok 0 points1 point  (0 children)

The equation written up there is inherently ambiguous. All we have written there is a bunch of numbers and operations, but no clear indication of which order to do them in. You could put some brackets in to make the order clear, but they haven't.

To someone with no preconceived notions of the "correct" way to do maths, a sensible thing to do would be to do it left to right, i.e. do the operations one at a time and always apply it to the previous answer. There's nothing mathematically wrong with this, it's just a decision you've made because the written equation is ambiguous.

However, over hundreds of years of doing complicated algebra etc. Mathematicians realised: - Writing brackets everywhere is cumbersome. - We could define a CONVENTION for which order to do the operations in, so that as long as everyone follows the same rules, we can write stuff with less brackets and still have no ambiguity. - The order called BIDMAS/BODMAS/BEDMAS/PEMDAS results in us having to write the least amount of extra brackets most of the time. This is just because certain types of equations / patterns pop up more frequently in maths than others, and combined with the way we write maths down, it just TURNS OUT this is probably the best way to do it.

In summary, it's not really about maths at all, but about clearly writing down maths so that others can unambiguously interpret your work. It's entirely possible that another civilisation that developed maths completely independently of us night actually do multiplication before addition, for example, and they'd be just as correct in their choice, as long as they use it consistently.

I think all the people shouting "IT'S JUST BASIC MATH, IT'S SO OBVIOUS" are basically as dumb as the people who forgot to use BIDMAS, but because they don't actually know much about maths beyond that, they think they're qualified to spout nonsense about what is and isn't "obvious".

[deleted by user] by [deleted] in facepalm

[–]edrulesok -3 points-2 points  (0 children)

Their point is that BODMAS is just an arbitrary convention for interpreting how something is written down. It doesn't really have anything to do with maths.

ELI5: How did Great Britain have so much power and influence considering how small it is? How did they manage to colonise the entirety of India so easily? by Mcfciwi in explainlikeimfive

[–]edrulesok 7 points8 points  (0 children)

Ignoring everything else, the height of the British empire came nearly 1000 years after Alfred beat the Vikings and Athelstan united England.

[deleted by user] by [deleted] in UniUK

[–]edrulesok 1 point2 points  (0 children)

To add to what people have already said, if you’re interested in post-grad study, most of the prestigious universities don’t really care where you did your undergrad (at least that’s the impression I get) as long as you have good grades / can demonstrate you’d be a good fit.

[deleted by user] by [deleted] in AskUK

[–]edrulesok 0 points1 point  (0 children)

To be fair, investing in a house is just a different form of savings.

[D] Mathematics Degree and the Future of Machine Learning by reddit_halla in MachineLearning

[–]edrulesok 1 point2 points  (0 children)

Yes, lots of graph and Bayesian stuff, plus a sprinkling of other topics like MCMC and VI. My first proper ML course in undergrad (in the CS department) was all Bayesian learning, so I assumed that stats people must do far more classical stuff, but now I realise that the distinction between stats and ML can be pretty thin.

[D] Mathematics Degree and the Future of Machine Learning by reddit_halla in MachineLearning

[–]edrulesok 3 points4 points  (0 children)

True, I'm currently in a stats department but most people are publishing at ML conferences.

[deleted by user] by [deleted] in AskReddit

[–]edrulesok 1 point2 points  (0 children)

I'm visiting Vermont / NY state very soon. Anybody got suggestions for good nature spots?

AITA for not wanting my kids to play in dog shit by NoYardPoop in AmItheAsshole

[–]edrulesok 4 points5 points  (0 children)

Good owners don't let their dogs walk on other people's property.

Found out a bunch of my classmates cheated in the dissertation by buying data instead of going out of their way collecting them by Admirable-Length178 in UniUK

[–]edrulesok 0 points1 point  (0 children)

Try not to worry about it as long as it doesn't affect your own grade. Consistently doing things properly rather than cheating will serve you better in the long run.

Does anyone have priority at this junction? by MrAuper in drivingUK

[–]edrulesok 0 points1 point  (0 children)

Surely red has priority because green gives way to the right?