[lawrennd]

Summary

• Add examples/damianou2013/ recreating the feasible AISTATS 2013 experiments (toy hierarchy, warped regression, USPS depth/ARD/1-NN).
• Document the CMU high-five shared-view gap (ObservedMRDLayer unmaintained; --force-mrd reports the current failure).
• Link the suite from the project README; scripts support --quick smoke runs and --outdir figure export.

Test plan

• python toy_hierarchy.py --quick --no-plot
• python toy_warped_regression.py --quick --no-plot
• python usps_digits.py --quick --no-plot --depths 1
• python highfive_shared.py exits 2 with status text
• Optional longer run without --quick for paper-scale figures

[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 74.96%. Comparing base (ba427b2) to head (22ec1b6).
⚠️ Report is 4 commits behind head on main.

Additional details and impacted files

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##             main      #41   +/-   ##
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  Coverage   74.96%   74.96%           
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  Files          17       17           
  Lines        1254     1254           
  Branches      185      185           
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  Hits          940      940           
  Misses        255      255           
  Partials       59       59           

Flag	Coverage Δ
unittests	74.96% <ø> (ø)

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[lawrennd]

Added Colab notebooks under examples/damianou2013/notebooks/:

• 01_toy_hierarchy.ipynb (§4.1 fig. 2)
• 02_toy_warped_regression.ipynb (§4.1 fig. 3)
• 03_usps_digits.ipynb (§4.3)
• 04_highfive_mrd.ipynb (§4.2)

Each has an Open-in-Colab badge, Colab auto-install, paper references, and QUICK=True by default. README badges point at main (active after merge); use the branch links above until then.