Pith Number

pith:REC7QLV6

pith:2019:REC7QLV6LIFPMRA4QXZGJYR7HP

not attested not anchored not stored refs pending

Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions

Alankar Jain, Chen Wang, Giulia Fanti, Vyas Sekar, Zinan Lin

arxiv:1909.13403 v5 · 2019-09-30 · cs.LG · cs.DC · cs.NI · stat.ML

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\usepackage{pith}
\pithnumber{REC7QLV6LIFPMRA4QXZGJYR7HP}

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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

Federated Diffusion Modeling with Differential Privacy for Tabular Data Synthesis

Receipt and verification

First computed	2026-07-05T02:07:26.407635Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8905f82ebe5a0af6441c85f264e23f3bd0ca92e835d6bcf62b4df0268d3d28d7

Aliases

arxiv: 1909.13403 · arxiv_version: 1909.13403v5 · doi: 10.48550/arxiv.1909.13403 · pith_short_12: REC7QLV6LIFP · pith_short_16: REC7QLV6LIFPMRA4 · pith_short_8: REC7QLV6

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/REC7QLV6LIFPMRA4QXZGJYR7HP \
  | 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: 8905f82ebe5a0af6441c85f264e23f3bd0ca92e835d6bcf62b4df0268d3d28d7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9c38e502c94110f1a57ff945c7f409badc84d42b32ba832e3377dd8fb4bdadc6",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.NI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-09-30T00:13:19Z",
    "title_canon_sha256": "3a5c04d0493df7030d411d4c3a8a7738f6678339f89d9cba877f3a9b9081c681"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.13403",
    "kind": "arxiv",
    "version": 5
  }
}