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- 11:13, 24 March 2025 stat940W25-presentation (hist | edit) [359,385 bytes] Aghodsib (talk | contribs) (Created page with "a")
- 16:54, 27 February 2025 stat946W25 (hist | edit) [285,222 bytes] Aghodsib (talk | contribs) (Created page with "==Topic 12: State Space Models== ")
- 21:50, 12 January 2025 stat940W25 (hist | edit) [1,117,117 bytes] Aghodsib (talk | contribs) (Created page with "== Regularization in Deep Learning == === Introduction === Regularization is a fundamental concept in machine learning, particularly in deep learning, where models with a high number of parameters are prone to overfitting. Overfitting occurs when a model learns the noise in the training data rather than the underlying distribution, leading to poor generalization on unseen data. Regularization techniques aim to constrain the model’s capacity, thus preventing overfitti...")
- 20:23, 11 January 2025 stat940F25 (hist | edit) [16 bytes] Aghodsib (talk | contribs) (Created page with "===Motivation===")