From PCA to Barlow Twins: A Statistical View of Redundancy Reduction in Self-Supervised Learning
From PCA to Barlow Twins: A Statistical View of Redundancy Reduction in Self-Supervised Learning
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Posts
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A chronological index of field notes on research, engineering, markets, and protocols.
2025
1 record2022
1 recordNote: Derivation of Normal Bayesian Test
Note: Derivation of Normal Bayesian Test
2021
2 recordsCapturing Dominant Spatial Patterns with Two-Dimensional Locations Using SpatPCA
Capturing Dominant Spatial Patterns with Two-Dimensional Locations Using SpatPCA
Apply SpatPCA to Capture the Dominant Spatial Pattern with One-Dimensional Locations
Apply SpatPCA to Capture the Dominant Spatial Pattern with One-Dimensional Locations
2017
5 recordsChallenges in EOF Patterns with a Single Variable
Challenges in EOF Patterns with a Single Variable
Exploring Dominant Spatial Patterns with a Single Variable
Exploring Dominant Spatial Patterns with a Single Variable
How to Work on Sea Surface Temperature (SST) Data
How to Work on Sea Surface Temperature (SST) Data
Three Fundamental Aspects of Statistical Models
Three Fundamental Aspects of Statistical Models