Pith Number

pith:MAB4C66B

pith:2021:MAB4C66B4RVMZGEUTZ6Z5UXDBH

not attested not anchored not stored refs pending

Deep Learning for Two-Sided Matching

David C. Parkes, Jonathan Ma, Sai Srivatsa Ravindranath, Scott D. Kominers, Shira Li, Zhe Feng

arxiv:2107.03427 v2 · 2021-07-07 · cs.GT · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MAB4C66B4RVMZGEUTZ6Z5UXDBH}

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

1 paper in Pith

MenuNet: A Strategy-Proof Mechanism for Matching Markets

Receipt and verification

First computed	2026-07-05T07:12:45.548490Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6003c17bc1e46acc98949e7d9ed2e309caedef5c4205fdf5da6976205bfede49

Aliases

arxiv: 2107.03427 · arxiv_version: 2107.03427v2 · doi: 10.48550/arxiv.2107.03427 · pith_short_12: MAB4C66B4RVM · pith_short_16: MAB4C66B4RVMZGEU · pith_short_8: MAB4C66B

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/MAB4C66B4RVMZGEUTZ6Z5UXDBH \
  | 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: 6003c17bc1e46acc98949e7d9ed2e309caedef5c4205fdf5da6976205bfede49

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4f9a843a3bbd8c6db84f9e09bab38a70fa165063bff845d7823aad6bdbca5fd3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2021-07-07T18:22:11Z",
    "title_canon_sha256": "0d5ba5b13448bb98b280773fd0dfd1ec8d6f770509c1221577e6f7a3d5762700"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.03427",
    "kind": "arxiv",
    "version": 2
  }
}