Concepts5

Groups

Transfer Learning Theory

Transfer learning theory studies when and why a model trained on a source distribution will work on a different target distribution.

#transfer learning#domain adaptation#hΔh-divergence+12

📚TheoryAdvanced

Deep Learning Generalization Theory

Deep learning generalization theory tries to explain why overparameterized networks can fit (interpolate) training data yet still perform well on new data.

#generalization

Concepts5

Transfer Learning Theory

Deep Learning Generalization Theory

Statistical Learning Theory

VC Dimension

Rademacher Complexity