Pith Number

pith:22LVAION

pith:2024:22LVAIONUPMCY2S2TA4N6H2OAL

not attested not anchored not stored refs pending

Sharp Rates in Dependent Learning Theory: Avoiding Sample Size Deflation for the Square Loss

George J. Pappas, Ingvar Ziemann, Nikolai Matni, Stephen Tu

arxiv:2402.05928 v4 · 2024-02-08 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{22LVAIONUPMCY2S2TA4N6H2OAL}

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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

Smart Predict-then-Optimize Method with Dependent Data: Risk Bounds and Calibration of Autoregression

Receipt and verification

First computed	2026-07-05T10:42:34.278676Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d6975021cda3d82c6a5a9838df1f4e02f42402eb09e0e1914b0a87e8612cc65c

Aliases

arxiv: 2402.05928 · arxiv_version: 2402.05928v4 · doi: 10.48550/arxiv.2402.05928 · pith_short_12: 22LVAIONUPMC · pith_short_16: 22LVAIONUPMCY2S2 · pith_short_8: 22LVAION

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/22LVAIONUPMCY2S2TA4N6H2OAL \
  | 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: d6975021cda3d82c6a5a9838df1f4e02f42402eb09e0e1914b0a87e8612cc65c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4caa7e6d9a598e5dd863047290bc9cb21305dd2ad207d5d0fc487fed248c1a33",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-08T18:57:42Z",
    "title_canon_sha256": "e089c763bc5da8765193c1038b9859fd4d21859b277a814924e38498e563ea21"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.05928",
    "kind": "arxiv",
    "version": 4
  }
}