Abhijit Gupta – Medium

Abhijit Gupta

How Ignoring Non-Linear Dependencies Can Sink Asset Risk Models: Enter Bayesian Copulas

In finance, models based on simple correlations often fail to capture the complex dependencies between assets, leading to underestimations…

Oct 6, 2024

Oct 6, 2024

Bayesian Modeling 201: Graduating to Gaussian Processes and Mastering Log Marginal Likelihood for…

Many machine learning practitioners have inevitably maximized the log-likelihood function in order to obtain Maximum Likelihood Estimates…

Jun 9, 2024

Bayesian Modeling 201: Graduating to Gaussian Processes and Mastering Log Marginal Likelihood for…

Jun 9, 2024

Maximize Your Experimental Efficiency: The Hidden Power of KKT Conditions

KKT Conditions and Optimal Experiment Design: Beyond Support Vector Machines

May 25, 2024

May 25, 2024

Diving Deep Into the World of Embeddings: Unveiling Lesser-Known Statistical Properties

A journey beyond techno-jargon

Jun 7, 2023

Jun 7, 2023

Unlocking the Power of Bijectors in TensorFlow Probability: Transforming Distributions and Beyond!

Dive into the world of bijectors with TensorFlow Probability and unleash their potential to create complex and expressive probability…

Apr 27, 2023

Unlocking the Power of Bijectors in TensorFlow Probability: Transforming Distributions and Beyond!

Apr 27, 2023

Demystifying Bayesian Analysis in Julia Turing: A Whimsical Journey Through Advanced Techniques and…

Hey there, fellow data enthusiasts! Have you ever found yourself drowning in the sea of probability distributions and wished for a…

Apr 9, 2023

Apr 9, 2023

How to Turn Your Failing Computations into Success Stories

The result monad is a type of monad that is used to represent computations that may return a result or an error. It is often used as an…

Dec 28, 2022

How to Turn Your Failing Computations into Success Stories

Dec 28, 2022

Published in

Geek Culture

A bird’s-eye view of Google JAX

If I were to summarize what Google Jax is, I would say it’s a heterogeneous mixture of Functional programming (FP) style and differentiable…

Jun 13, 2021

A bird’s-eye view of Google JAX

Jun 13, 2021

Published in

The Startup

Keep Your Types in Check

You are not alone if you often get frustrated by “duck typing” in Python. By duck typing I mean if something walks like a duck and quacks…

Sep 9, 2020

Keep Your Types in Check

Sep 9, 2020

Published in

The Startup

Monad Transformer Is All You Need

Have your Monads shake hands with each other

Jul 26, 2020

Monad Transformer Is All You Need

Jul 26, 2020

Abhijit Gupta

Abhijit Gupta

PhD, Machine Learning; Lead Data Scientist. I work on AI & Algorithms research and development.Link: https://www.linkedin.com/in/abhijit-gupta-phd-639568166

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