Harmful Overfitting in Sobolev Spaces

ORID OmmKEy9Ixf · tags icml2026-repro paper-OmmKEy9Ixf

#StatusPageArtifactClaim excerpt
1VERIFIED 2/201-approximately-norm-minimizing-interpolators-soboartifactFor approximately norm-minimizing interpolators in the Sobolev space W^{k,p}(R^d…
2VERIFIED 2/202-gaussian-heteroskedastic-label-noise-squaredartifactCorollary 3.8 shows that for Gaussian heteroskedastic label noise under squared …
3VERIFIED 2/203-constructs-bump-functions-controlled-sobolevartifactLemma 4.1 constructs bump functions with controlled Sobolev norm satisfying the …
4VERIFIED 2/204-guarantees-existence-high-probability-largeartifactLemma 4.4 guarantees the existence, with high probability, of a large subset of …
5VERIFIED 2/205-harmful-overfitting-result-arbitrary-infinity-soartifactThe harmful-overfitting result is established for arbitrary p in [1, infinity) i…

Open logbook index · logbook.json