BlackHC's Adventures

Active Learning vs. Data Filtering:<br>Selection vs. Rejection

The Paradox of Polarization: When More Facts Backfire

Why is the Bayesian Model Average the best choice?

Function-Space Variational Inference and Label Entropy Regularization (#2)

Data Processing Inequalities and Function-Space Variational Inference (#1)

Bayesian Appropriation: Variational Inference = PAC-Bayes Optimization?

Bayesian Appropriation: General Likelihood for Loss Functions

Understanding the Rao-Blackwell Theorem

Simplicity Wins: How Large Language Models Will Revolutionize Software Engineering

Research Idea: Encouraging Ensemble Diversity and Model Disagreement in Active Learning and Beyond

Research Idea: Approximating BatchBALD via "k-BALD"

Paper Review: Bayesian Model Selection, the Marginal Likelihood, and Generalization

On the Total Variation Distance

On Classification Metrics and an Alternative to the F1 Score

Research Idea: Intellectually Pleasing Outlier Exposure (with Applications in Active Learning)

Research Idea: Active Learning for NLP Models via Question Asking

Reading the Deep Learning Book - Chapter 2

Recent Medium Posts

Imitating PBRT-style literate programming in LaTeX

Creative learning, Scratch and alternatives for learning how to create games