Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of linear regression with two-way ...

These problems are often large-scale with available gradient information but cannot be handled very well by the existing algorithms. To tackle this issue, this paper proposes a novel ...

However, since the losses and ranking metrics involved in LTR are both based on ranking, they are neither continuous nor differentiable, making it challenging to optimize them using gradient descent ...

A practical comparison of gradient descent algorithms to predict student performance using study and lifestyle data, with visual analysis.

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Until now, every Bitcoin Improvement Proposal (BIP) that needed cryptographic primitives had to reinvent the wheel. Each one ...