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Syed Abdul Hanan

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Why did deep networks stop learning?

Why did deep networks stop learning?

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5 min read
Why does every AI start out random?

Why does every AI start out random?

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5 min read
Why slow down near the finish line?

Why slow down near the finish line?

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5 min read
What if every dial had its own step size?

What if every dial had its own step size?

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4 min read
How does a rolling ball skip small bumps?

How does a rolling ball skip small bumps?

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5 min read
Why train on a few examples at a time?

Why train on a few examples at a time?

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5 min read
Too big, it explodes. Too small, it crawls.

Too big, it explodes. Too small, it crawls.

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5 min read
How does PyTorch find every gradient by itself?

How does PyTorch find every gradient by itself?

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5 min read
Who's to blame when a network gets it wrong?

Who's to blame when a network gets it wrong?

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6 min read
How does one nudge ripple through ten layers?

How does one nudge ripple through ten layers?

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5 min read
How do you find a valley blindfolded?

How do you find a valley blindfolded?

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5 min read
This is what a confident mistake looks like

This is what a confident mistake looks like

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4 min read
How does a network know it's wrong?

How does a network know it's wrong?

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3 min read
How do raw scores become probabilities?

How do raw scores become probabilities?

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3 min read
Without one bend, 100 layers act like one

Without one bend, 100 layers act like one

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3 min read
How do hidden layers bend a straight line?

How do hidden layers bend a straight line?

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3 min read
Why can't one neuron learn XOR?

Why can't one neuron learn XOR?

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4 min read
The perceptron: the 1958 machine that learned from its mistakes

The perceptron: the 1958 machine that learned from its mistakes

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4 min read
How does a computer know this is a 3?

How does a computer know this is a 3?

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4 min read
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