loss landscapes

3 papers

• Gradient Descent as Loss Landscape Navigation: a Normative Framework for Deriving Learning Rules
• SAD Neural Networks: Divergent Gradient Flows and Asymptotic Optimality via o-minimal Structures
• Stable Coresets via Posterior Sampling: Aligning Induced and Full Loss Landscapes