Pith Number

pith:BGWQND4G

pith:2022:BGWQND4G4JV33FDONTCIS62YKB

not attested not anchored not stored refs pending

Expressing linear equality constraints in feedforward neural networks

Anand Rangarajan, Jaemoon Lee, Pan He, Sanjay Ranka, Tania Banerjee

arxiv:2211.04395 v2 · 2022-11-08 · cs.LG · cs.CV · math.OC

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BGWQND4G4JV33FDONTCIS62YKB}

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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

A condensing approach to multiple shooting neural ordinary differential equation

Receipt and verification

First computed	2026-07-05T05:31:18.325571Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

09ad068f86e26bbd946e6cc4897b5850600fe536e3a79c82c30e51cf818ac1dd

Aliases

arxiv: 2211.04395 · arxiv_version: 2211.04395v2 · doi: 10.48550/arxiv.2211.04395 · pith_short_12: BGWQND4G4JV3 · pith_short_16: BGWQND4G4JV33FDO · pith_short_8: BGWQND4G

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/BGWQND4G4JV33FDONTCIS62YKB \
  | 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: 09ad068f86e26bbd946e6cc4897b5850600fe536e3a79c82c30e51cf818ac1dd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fe7accb77c0b8908dde9f780d809e6a42370269fd4914dec6524b6792bdb455a",
    "cross_cats_sorted": [
      "cs.CV",
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-08T17:39:05Z",
    "title_canon_sha256": "8250a8650f5c08e12cd48a7f8b2b531f5f343294bd328515b570c877c0edeaac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.04395",
    "kind": "arxiv",
    "version": 2
  }
}