Pith Number

pith:3T62FUEG

pith:2023:3T62FUEGPPAESNZNATSOIRFA5H

not attested not anchored not stored refs pending

Beyond Moments: Robustly Learning Affine Transformations with Asymptotically Optimal Error

He Jia, Pravesh K . Kothari, Santosh S. Vempala

arxiv:2302.12289 v1 · 2023-02-23 · cs.DS · cs.LG · math.ST · stat.ML · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3T62FUEGPPAESNZNATSOIRFA5H}

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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

On the Learnability of Distribution Classes with Adaptive Adversaries

Receipt and verification

First computed	2026-07-05T05:45:07.847293Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dcfda2d0867bc049372d04e4e444a0e9fa9372a8c09661a2719c5f030bf30ef6

Aliases

arxiv: 2302.12289 · arxiv_version: 2302.12289v1 · doi: 10.48550/arxiv.2302.12289 · pith_short_12: 3T62FUEGPPAE · pith_short_16: 3T62FUEGPPAESNZN · pith_short_8: 3T62FUEG

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/3T62FUEGPPAESNZNATSOIRFA5H \
  | 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: dcfda2d0867bc049372d04e4e444a0e9fa9372a8c09661a2719c5f030bf30ef6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "620463aab80b7e1cbd1fe0ece40b8d302722997675434137c3457e0a8e0babc7",
    "cross_cats_sorted": [
      "cs.LG",
      "math.ST",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DS",
    "submitted_at": "2023-02-23T19:13:30Z",
    "title_canon_sha256": "7919225a05d4c24ce2ab0e703f74ff7341157dd474d5dfe4fb7e04ccc91ab1d4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.12289",
    "kind": "arxiv",
    "version": 1
  }
}