Pith Number

pith:5IO75KD4

pith:2021:5IO75KD4UVJDVPYPHLIGLHECAP

not attested not anchored not stored refs pending

A Survey of Online Auction Mechanism Design Using Deep Learning Approaches

Zhanhao Zhang

arxiv:2110.06880 v1 · 2021-10-11 · cs.GT · 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{5IO75KD4UVJDVPYPHLIGLHECAP}

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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

NGA: Non-autoregressive Generative Auction with Global Externalities for Advertising Systems

Receipt and verification

First computed	2026-07-05T03:22:30.197333Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ea1dfea87ca5523abf0f3ad0659c8203e8268fd95d2419bb546eba0ffcc67e6b

Aliases

arxiv: 2110.06880 · arxiv_version: 2110.06880v1 · doi: 10.48550/arxiv.2110.06880 · pith_short_12: 5IO75KD4UVJD · pith_short_16: 5IO75KD4UVJDVPYP · pith_short_8: 5IO75KD4

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/5IO75KD4UVJDVPYPHLIGLHECAP \
  | 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: ea1dfea87ca5523abf0f3ad0659c8203e8268fd95d2419bb546eba0ffcc67e6b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "672d0c4c014fcd5b2b9a70e93cbe997060cca0b7a0e4fc3b661016c863b5e0c5",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2021-10-11T17:55:41Z",
    "title_canon_sha256": "1720a047794902fca9a7771f8fb93dd72ea2f686cc261c6daf4a2bba900d986e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.06880",
    "kind": "arxiv",
    "version": 1
  }
}