Pith Number

pith:OSXGCEOX

pith:2024:OSXGCEOXS3OAUS7AEICHDZQM4U

not attested not anchored not stored refs pending

Guarantees for Nonlinear Representation Learning: Non-identical Covariates, Dependent Data, Fewer Samples

Bruce D. Lee, George J. Pappas, Ingvar Ziemann, Nikolai Matni, Thomas T. Zhang

arxiv:2410.11227 v1 · 2024-10-15 · stat.ML · cs.LG · cs.SY · eess.SY

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OSXGCEOXS3OAUS7AEICHDZQM4U}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Factor Augmented High-Dimensional SGD

Receipt and verification

First computed	2026-07-05T09:20:50.352372Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

74ae6111d796dc0a4be0220471e60ce50c73e56bd720b4f3d5b8e9f774cce899

Aliases

arxiv: 2410.11227 · arxiv_version: 2410.11227v1 · doi: 10.48550/arxiv.2410.11227 · pith_short_12: OSXGCEOXS3OA · pith_short_16: OSXGCEOXS3OAUS7A · pith_short_8: OSXGCEOX

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/OSXGCEOXS3OAUS7AEICHDZQM4U \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 74ae6111d796dc0a4be0220471e60ce50c73e56bd720b4f3d5b8e9f774cce899

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "65ff238fa1a6b18b307d1464dc42888bd6a5559490799c279197c47c0a1964e8",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-10-15T03:20:19Z",
    "title_canon_sha256": "a6cae28b727360ef7f638a43d4deb4c838fb3a1059eb0cb989e8b5bba3871040"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.11227",
    "kind": "arxiv",
    "version": 1
  }
}