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--- ml:optimization_in_deep_learning [2023/12/01 01:22] – [Miscellaneous Topics] jmflanig
+++ ml:optimization_in_deep_learning [2025/03/25 00:49] (current) – [Effects on Optimization] jmflanig
@@ Line 6: / Line 6: @@
   * Weight normalization
     * Improves the conditioning of the optimization problem ([[https://arxiv.org/pdf/1602.07868.pdf|Salimans & Kingma 2016]])
+  * Lipschitz Constant
+    * [[https://arxiv.org/pdf/2306.09338|Qi et al 2023 - Understanding Optimization of Deep Learning via Jacobian Matrix and Lipschitz Constant]] Talks about the effect of the Lipschitz constant on optimizing deep neural networks.
 ===== On Global Optimization of Neural Networks =====