Dhruva Karkada

3 papers University of California, Berkeley

• Alternating Gradient Flows: A Theory of Feature Learning in Two-layer Neural Networks
• Closed-Form Training Dynamics Reveal Learned Features and Linear Structure in Word2Vec-like Models
• On the Emergence of Linear Analogies in Word Embeddings