Pith Number

pith:IOKZTMLE

pith:2020:IOKZTMLEZWRLLB7VPMIRC43SWE

not attested not anchored not stored refs pending

Decision-Aware Conditional GANs for Time Series Data

David C. Parkes, He Sun, Hui Chen, Zhun Deng

arxiv:2009.12682 v4 · 2020-09-26 · 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{IOKZTMLEZWRLLB7VPMIRC43SWE}

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	2026-07-05T05:38:38.897425Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

439599b164cda2b587f57b11117372b13e1360a8d34f1e735a8ff35d1125d38b

Aliases

arxiv: 2009.12682 · arxiv_version: 2009.12682v4 · doi: 10.48550/arxiv.2009.12682 · pith_short_12: IOKZTMLEZWRL · pith_short_16: IOKZTMLEZWRLLB7V · pith_short_8: IOKZTMLE

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/IOKZTMLEZWRLLB7VPMIRC43SWE \
  | 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: 439599b164cda2b587f57b11117372b13e1360a8d34f1e735a8ff35d1125d38b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5ccaaf166c3975e43a0484196eaf2a97945f42fabe500a2754f7a513e92423dc",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-09-26T20:37:38Z",
    "title_canon_sha256": "779ece3188ccf44b97877b84982924dfed34ffe51ad07f7cb23548d365442458"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.12682",
    "kind": "arxiv",
    "version": 4
  }
}