Pith Number

pith:5YLTYSWF

pith:2019:5YLTYSWFYDSSJUB47V5IZZKVAZ

not attested not anchored not stored refs pending

GP-VAE: Deep Probabilistic Time Series Imputation

Dmitry Baranchuk, Gunnar R\"atsch, Stephan Mandt, Vincent Fortuin

arxiv:1907.04155 v5 · 2019-07-09 · stat.ML · 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{5YLTYSWFYDSSJUB47V5IZZKVAZ}

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

Impute With Confidence: A Framework for Uncertainty Aware Multivariate Time Series Imputation

Receipt and verification

First computed	2026-07-05T00:42:31.696475Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ee173c4ac5c0e524d03cfd7a8ce555067446013a88cc31d2d5a77e2e6ea01f5d

Aliases

arxiv: 1907.04155 · arxiv_version: 1907.04155v5 · doi: 10.48550/arxiv.1907.04155 · pith_short_12: 5YLTYSWFYDSS · pith_short_16: 5YLTYSWFYDSSJUB4 · pith_short_8: 5YLTYSWF

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/5YLTYSWFYDSSJUB47V5IZZKVAZ \
  | 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: ee173c4ac5c0e524d03cfd7a8ce555067446013a88cc31d2d5a77e2e6ea01f5d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "30c3b6fd196e5ef100d600a890c1716f222249d2b38fbe5ec170139a3e30d0d2",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-07-09T13:34:49Z",
    "title_canon_sha256": "5cb3c8299911f5e5a55260d9cbbdfc8ff942daaadb8f5881e586c3dbfd153534"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.04155",
    "kind": "arxiv",
    "version": 5
  }
}