Even sadder part is that the parent company Bytedance （字节跳动）recently became the world’s most valuable startup (valued at $75 billion)
sounds good
I’d recommend following Rachel on twitter
I’m not sure if its even that. If historically more men applied for jobs at Amazon and as a result more men got hired, the model will make the unwanted correlation that maleness is a factor in the hiring decision. It is not that Amazon had bias, but that historical data is not representative of the current reality.
I don’t think is unintentionally. I recently read this article that shows this scenario over and over again.
can someone give me the youtube link, all i have is the old recorded stream
This is a question about LRFinder. I hope it is not too late to ask it!
The LRFinder tries a sequence of learning rates and this lets us shows a plot of learning rate (LR) versus Loss. But the documentation for it says that it starts with the low learning rate and changes the learning rate “at each mini-batch”.
This seems to mean that, at every iteration, the LRFinder is changing both the learning rate it tries and the mini-batch of data being used to assess that learning rate.
Doesn’t that mean that it’s producing distorted comparisons of the learning rates, because each learning rate sees a different mini-batch and also benefits from the learning done on the earlier learning rates?
Are these distortions trivial? Or am I misunderstanding what it does?
The same one works too.
Great example. Machine is not creating any bias on its own; it is simply learning from our historical biases. In some sense, it is a conservative, not a progressive. We call the result biased because we have an idea of what the right thing should be.
Hey, maybe we can use ML/DL to uncover the current biases?
If the distortions are significant you will see it reflected as lots of noise in the learning rate finder plot.
- livestream is working.
- livestream is not working.
0 voters
is there a new link?
Jeremy posted the new link (a few posts above)
Yes look above to Jeremy post
all the link does is play to the end when it stopped