Explain Why Constant Neural-Network Initialization Fails
Company: Tower
Role: Data Scientist
Category: Machine Learning
Difficulty: hard
Interview Round: Technical Screen
Overview: During neural-network training, what happens if every weight is initialized to `0`? Cover data and labels, leakage-safe features, baselines and model choice, offline evaluation, deployment constraints, monitoring, and drift.