Amogh Mahapatra's Writings

Category: Machine Learning

Understanding Active Learning

anecdotes, Artificial Intelligence, Machine Learning, Mathematics
Beyond Algorithms: A Tale of Serendipitous Interactions

Artificial Intelligence, Existentialism, ideas, Machine Learning, Optimization, Statistics, theory
Baselines in Machine Learning: Navigating Complexity Through Simplicity

Artificial Intelligence, complexity, Machine Learning, Optimization
Dancing the Dilemma

anecdotes, Artificial Intelligence, Machine Learning, Optimization, theory, warren buffett
Dealing With Subjectivity

Artificial Intelligence, large language models, Machine Learning, Natural Language Processing, Reinforcement learning, rlhf, Technology, wisdom
On Getting Started

Artificial Intelligence, change, friendship, large language models, Machine Learning, Natural Language Processing
What is attention really about?

Artificial Intelligence, generative ai, large language models, Machine Learning, Natural Language Processing, soccer
The expression of ignorance

Artificial Intelligence, Bayesian Statistics, Machine Learning, Recommender Systems, Statistics, Technology
The Loop of Loops

Artificial Intelligence, Bayesian Statistics, Machine Learning, Recommender Systems, Statistics, Technology
The Bayesian Loop

Artificial Intelligence, Bayesian Statistics, Machine Learning, Recommender Systems, Statistics, Technology