Hölder continuity
PulseAugur coverage of Hölder-smoothness — every cluster mentioning Hölder-smoothness across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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New research analyzes SGD convergence with noise and clipping · 2 sources tracked
Two new research papers explore the convergence properties of stochastic gradient descent (SGD) methods under challenging conditions. The first paper analyzes SGD with gradient clipping and additive Gaussian noise, prov…
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New Bayesian Online Learning Framework Aggregates Experts for Adaptive Prediction
Researchers have developed a new framework for Bayesian online learning that addresses the challenge of fixed inferential choices by treating update rules as experts. This aggregation method competes with the best exper…
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AdaGrad optimization scheme shows convergence issues with composite objectives
A new research paper published on arXiv details a limitation of the AdaGrad optimization algorithm when applied to composite objectives. The paper demonstrates a scenario where AdaGrad fails to achieve the expected conv…