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Implicit Bias of Per-sample Adam on Separable Data: Departure from the Full-batch Regime
Arxiv
0+阅读 · 11月1日
Implicit Bias of Per-sample Adam on Separable Data: Departure from the Full-batch Regime
Arxiv
0+阅读 · 10月30日
A Convexity-dependent Two-Phase Training Algorithm for Deep Neural Networks
Arxiv
0+阅读 · 10月30日
A Convexity-dependent Two-Phase Training Algorithm for Deep Neural Networks
Arxiv
0+阅读 · 10月29日
Purifying Shampoo: Investigating Shampoo's Heuristics by Decomposing its Preconditioner
Arxiv
0+阅读 · 10月29日
A Convergence Analysis of Adaptive Optimizers under Floating-point Quantization
Arxiv
0+阅读 · 10月24日
The Rich and the Simple: On the Implicit Bias of Adam and SGD
Arxiv
0+阅读 · 10月24日
Adam or Gauss-Newton? A Comparative Study In Terms of Basis Alignment and SGD Noise
Arxiv
0+阅读 · 10月15日
Modeling AdaGrad, RMSProp, and Adam with Integro-Differential Equations
Modeling AdaGrad, RMSProp, and Adam with Integro-Differential Equations
Arxiv
0+阅读 · 10月13日
Understanding the Generalization of Stochastic Gradient Adam in Learning Neural Networks
Arxiv
0+阅读 · 10月13日
DP-Adam-AC: Privacy-preserving Fine-Tuning of Localizable Language Models Using Adam Optimization with Adaptive Clipping
Arxiv
0+阅读 · 10月6日
Understanding and Improving Shampoo and SOAP via Kullback-Leibler Minimization
Arxiv
0+阅读 · 10月6日
Understanding and Improving Shampoo and SOAP via Kullback-Leibler Minimization
Arxiv
0+阅读 · 9月30日
ADAM: A Diverse Archive of Mankind for Evaluating and Enhancing LLMs in Biographical Reasoning
Arxiv
0+阅读 · 9月26日
Empirical Validation of Functional Multidimensional Scaling via Numerical Simulation and Real-World Application
Arxiv
0+阅读 · 5月20日
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