Dhruva Karkada

Predicting Kernel Regression Learning Curves from Only Raw Data Statistics

Closed-Form Training Dynamics Reveal Learned Features and Linear Structure in Word2Vec-like Models

Alternating Gradient Flows: A Theory of Feature Learning in Two-layer Neural Networks

On the Emergence of Linear Analogies in Word Embeddings