Mazumdar
PulseAugur coverage of Mazumdar — every cluster mentioning Mazumdar across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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Randomized algorithms slash partition learning query complexity
Researchers have developed new randomized algorithms for learning partitions, significantly improving query complexity compared to existing deterministic methods. These algorithms achieve near-optimal query complexity i…
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New analysis details gradient descent performance in logistic regression
This paper analyzes the finite-sample performance of gradient descent in logistic regression with Gaussian design. The authors establish that gradient descent can achieve linear convergence to a small neighborhood of th…
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New research tightens bounds on gradient descent for logistic regression · 2 sources tracked
Two new arXiv papers delve into the theoretical underpinnings of gradient descent for logistic regression. The first paper focuses on low-dimensional, separable data, providing tighter bounds on the convergence rate by …