Pith Number

pith:P4RRV65A

pith:2018:P4RRV65AL3IEJI732U4MWNWV4J

not attested not anchored not stored refs pending

Randomized Value Functions via Multiplicative Normalizing Flows

Ahmed Touati, Harsh Satija, Joelle Pineau, Joshua Romoff, Pascal Vincent

arxiv:1806.02315 v3 · 2018-06-06 · 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{P4RRV65AL3IEJI732U4MWNWV4J}

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	2026-05-17T23:41:58.276383Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7f231afba05ed044a3fbd538cb36d5e274a6a027c6da9e88404a203b73a1af8d

Aliases

arxiv: 1806.02315 · arxiv_version: 1806.02315v3 · doi: 10.48550/arxiv.1806.02315 · pith_short_12: P4RRV65AL3IE · pith_short_16: P4RRV65AL3IEJI73 · pith_short_8: P4RRV65A

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/P4RRV65AL3IEJI732U4MWNWV4J \
  | 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: 7f231afba05ed044a3fbd538cb36d5e274a6a027c6da9e88404a203b73a1af8d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e2641fee371b53b3a96488ec09be0d7314596a40aaa793e2ea4e1998e8f9b949",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-06-06T17:32:24Z",
    "title_canon_sha256": "7fe4dbc3ca729ca3d4099890529e45f02d78946741082c5d15a0d8b47f1f7d8a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1806.02315",
    "kind": "arxiv",
    "version": 3
  }
}