Amogh Mahapatra's Writings

Category: Artificial Intelligence

Memorization vs Generalization

Artificial Intelligence, books, complexity, large language models, literature
Understanding Active Learning

anecdotes, Artificial Intelligence, Machine Learning, Mathematics
What are Counterfactuals?

Artificial Intelligence, causality, complexity, logic, philosophy, Science, Science fiction
The subtlety of falling short

Artificial Intelligence, creativity, fiction, Science, Storytelling, Technology
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 Assignment Of Credit

Artificial Intelligence, generative ai, large language models, Natural Language Processing, Reinforcement learning, Wellness
On Getting Started

Artificial Intelligence, change, friendship, large language models, Machine Learning, Natural Language Processing