PinnedAshish JhaNormalizing flows: Explicit distribution modelingThis blog will introduce Normalizing flow from theory perspective.Oct 12, 2023Oct 12, 2023
Ashish JhaUnveiling Reinforcement Learning: The K-Armed Bandit Problem and Its SolutionsIn the realm of reinforcement learning (RL), the k-armed bandit problem serves as a quintessential challenge that encapsulates the essence…Apr 4Apr 4
Ashish JhaNewton descent method introductionThis blog introduces Newton descent method to find minimum point of function and compare it with gradient descent method.Oct 3, 2023Oct 3, 2023
Ashish JhaBasics of Optical flowThis post describes basics of optical flow and optical flow constrained equation derivationOct 20, 2022Oct 20, 2022
Ashish JhaBasics of Focal lossIn this post will describe focal loss function and its effects.Aug 24, 2022Aug 24, 2022
Ashish JhaSmart intro to Expectation Maximization algorithmIn this post I will describe Expectation maximization algorithm in very concise way.Sep 20, 2021Sep 20, 2021