Pith Number

pith:QY3MLNOL

pith:2019:QY3MLNOLHXGPTFVA3SZXVSRBVD

not attested not anchored not stored refs pending

Unconstrained Monotonic Neural Networks

Antoine Wehenkel, Gilles Louppe

arxiv:1908.05164 v3 · 2019-08-14 · cs.LG · cs.NE · 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{QY3MLNOLHXGPTFVA3SZXVSRBVD}

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

2 papers in Pith

Monotone and Separable Set Functions: Characterizations and Neural Models

Multi-Quantile Regression for Extreme Precipitation Downscaling

Receipt and verification

First computed	2026-07-05T02:28:03.891000Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8636c5b5cb3dccf996a0dcb37aca21a8f568dba52305b6c1d071ce203c1d4d96

Aliases

arxiv: 1908.05164 · arxiv_version: 1908.05164v3 · doi: 10.48550/arxiv.1908.05164 · pith_short_12: QY3MLNOLHXGP · pith_short_16: QY3MLNOLHXGPTFVA · pith_short_8: QY3MLNOL

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/QY3MLNOLHXGPTFVA3SZXVSRBVD \
  | 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: 8636c5b5cb3dccf996a0dcb37aca21a8f568dba52305b6c1d071ce203c1d4d96

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "59db44c8d16cb9831d472b21b6159a049f81faaf3115ade75e1d35253f009fa9",
    "cross_cats_sorted": [
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-08-14T15:11:31Z",
    "title_canon_sha256": "29a0b7e339465e029baf6079616a169b6173428f0c7a0939484e9a9c2b6a5844"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.05164",
    "kind": "arxiv",
    "version": 3
  }
}