This page displays the site’s tags in alphabetical order and shows how many posts there are per tag, makes anchor links for each tag, then outputs posts by tag in reverse chronological order.

Posts by tag

• Exponential Family (3)
• Information Geometry (7)
• Matrix Lie Groups (1)
• Natural Gradient Descent (8)
• Python (1)
• Riemannian Manifold (6)

Exponential Family

• 22 Dec 21: Part VI: Handling Parameter Constraints of Exponential Family In Natural-gradient Methods
• 14 Dec 21: Part V: Efficient Natural-gradient Methods for Exponential Family
• 05 Jul 21: Structured Natural Gradient Descent (ICML 2021)

Information Geometry

• 22 Dec 21: Part VI: Handling Parameter Constraints of Exponential Family In Natural-gradient Methods
• 14 Dec 21: Part V: Efficient Natural-gradient Methods for Exponential Family
• 15 Nov 21: Part IV: Natural Gradient Descent and its Extension---Riemannian Gradient Descent
• 02 Nov 21: Part III: Invariance of Natural-Gradients
• 04 Oct 21: Part II: Derivation of Natural-gradients
• 06 Sep 21: Part I: Smooth Manifolds with the Fisher-Rao Metric
• 05 Jul 21: Structured Natural Gradient Descent (ICML 2021)

Matrix Lie Groups

• 05 Jul 21: Structured Natural Gradient Descent (ICML 2021)

Natural Gradient Descent

• 22 Dec 21: Part VI: Handling Parameter Constraints of Exponential Family In Natural-gradient Methods
• 14 Dec 21: Part V: Efficient Natural-gradient Methods for Exponential Family
• 15 Nov 21: Part IV: Natural Gradient Descent and its Extension---Riemannian Gradient Descent
• 02 Nov 21: Part III: Invariance of Natural-Gradients
• 04 Oct 21: Part II: Derivation of Natural-gradients
• 06 Sep 21: Part I: Smooth Manifolds with the Fisher-Rao Metric
• 05 Jul 21: Structured Natural Gradient Descent (ICML 2021)
• 08 Jan 20: GD and NGD

Python

• 08 Jan 20: GD and NGD

Riemannian Manifold

• 22 Dec 21: Part VI: Handling Parameter Constraints of Exponential Family In Natural-gradient Methods
• 14 Dec 21: Part V: Efficient Natural-gradient Methods for Exponential Family
• 15 Nov 21: Part IV: Natural Gradient Descent and its Extension---Riemannian Gradient Descent
• 02 Nov 21: Part III: Invariance of Natural-Gradients
• 04 Oct 21: Part II: Derivation of Natural-gradients
• 06 Sep 21: Part I: Smooth Manifolds with the Fisher-Rao Metric