Reading Materials

Readings are recorded below as the term progresses.

Week 1

Main readings

• ABI and Neural SBI IAIFI summer school slides by Christoph Weniger, slide 1-14

Optional readings

• Approximate Bayesian computation: a survey on recent results

Week 2

Main readings

• High dimensions: Curse or Blessing for Statisticians? by Luis Sierra Muntané

Optional readings

• High-Dimensional Data Analysis: The Curses and Blessings of Dimensionality by David Donoho

Week 3

Main readings

• ABI and Neural SBI IAIFI summer school slides by Christoph Weniger, slide 15-39

Optional readings

• SBI Diagnostics, Sequential Methods, and Scale
• The Frontier of Simulation-based Inference
• Simulation-based Inference: A Practical Guide