Pith Number

pith:3Q4MJAFC

pith:2023:3Q4MJAFCOVJEBCUZ5UPB6OWBVV

not attested not anchored not stored refs pending

Learning Perturbations to Explain Time Series Predictions

Joseph Enguehard

arxiv:2305.18840 v1 · 2023-05-30 · cs.LG · cs.AI · 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{3Q4MJAFCOVJEBCUZ5UPB6OWBVV}

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.

Receipt and verification

First computed	2026-07-05T06:15:05.632653Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dc38c480a27552408a99ed1e1f3ac1ad5ad56675b66b9d3c062a57deebf2722d

Aliases

arxiv: 2305.18840 · arxiv_version: 2305.18840v1 · doi: 10.48550/arxiv.2305.18840 · pith_short_12: 3Q4MJAFCOVJE · pith_short_16: 3Q4MJAFCOVJEBCUZ · pith_short_8: 3Q4MJAFC

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/3Q4MJAFCOVJEBCUZ5UPB6OWBVV \
  | 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: dc38c480a27552408a99ed1e1f3ac1ad5ad56675b66b9d3c062a57deebf2722d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "97eb55e16310301bc52e0ea6315046b7c2985e2c2fcbe21a6848189ae1f7f849",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-30T08:33:50Z",
    "title_canon_sha256": "c5746947ce1829c8c438caf33691dc8d9c2878302685dad30db37f666da8a8e3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.18840",
    "kind": "arxiv",
    "version": 1
  }
}