Archive

2025  8

December  1

A comprehensive look into the Importance Sampling and Path Guiding for Path Tracing

December 22, 2025 · 59 min · Utkarsh Sharma

November  5

3D Reconstruction with 3DGS, NeRF, and Their Variants

November 22, 2025 · 58 min · Utkarsh Sharma

Bagging and Boosting

November 8, 2025 · 9 min · Utkarsh Sharma

Bias–Variance Tradeoff

November 8, 2025 · 10 min · Utkarsh Sharma

Vision Transformer (ViT) - Architecture and Implementation

November 4, 2025 · 19 min · Utkarsh Sharma

Linear Regression with MLE and MAP

November 1, 2025 · 6 min · Utkarsh Sharma

October  2

Parameter Estimation: From MLE to Full Bayesian Inference

October 30, 2025 · 8 min · Utkarsh Sharma

Dimensionality Reduction using PCA

October 29, 2025 · 9 min · Utkarsh Sharma