Sparse Representation
AI/ML Fundamentals
Using mostly-zero vectors to represent data efficiently
What is Sparse Representation?
Reduces storage and compute for high-dimensional data with many zeros; used in recommender systems and NLP bag-of-words.
Real-World Examples
- •TF-IDF sparse matrices
Related Terms
Learn more about concepts related to Sparse Representation