Comparing Regularized Logistic Regression and Stochastic Gradient Descent in Predicting Drug-Gene Interactions of Inhibitors of Apoptosis Proteins in Periodontitis. [PDF]
Harris J, Yadalam PK, Ardila CM.
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Stochastic Gradient Descent-like relaxation is equivalent to Metropolis dynamics in discrete optimization and inference problems. [PDF]
Angelini MC +3 more
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Understanding and Optimizing Asynchronous Low-Precision Stochastic Gradient Descent. [PDF]
De Sa C, Feldman M, Ré C, Olukotun K.
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Information-geometric optimization of transient dynamics in gene regulatory networks. [PDF]
Bravetti A +3 more
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Stochastic three-term conjugate gradient: a third-order curvature approximation correction algorithmic framework for machine learning. [PDF]
Liu J, Yuan G, Mo Z.
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A Relativistic Adaptive Gradient Descent Enhanced SPGD Algorithm for Wavefront Sensorless Adaptive Optics. [PDF]
Yang H +6 more
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Curvature-guided anisotropic noise injection for robust multimodal data processing in neuroscience and perception science. [PDF]
Wu Y, Liu H.
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Evolutionary stochastic gradient Langevin dynamics: overcoming local traps in large-scale Bayesian sampling. [PDF]
Huang Y, Liang F.
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GA-AFedOD: gradient-aligned active federated learning for resource-aware object detection in edge industrial IoT. [PDF]
Wang Z, Yuan X, Chen J.
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