Pith Number

pith:HYCQ2STZ

pith:2019:HYCQ2STZVIBZOMCI6DSWZPDVI6

not attested not anchored not stored refs pending

Personalization of Deep Learning

Johannes Schneider, Michail Vlachos

arxiv:1909.02803 v3 · 2019-09-06 · 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{HYCQ2STZVIBZOMCI6DSWZPDVI6}

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

A Scoping Review of Deep Learning Methods for Photoplethysmography Data

Receipt and verification

First computed	2026-07-05T00:46:48.500951Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3e050d4a79aa03973048f0e56cbc7547949bf984f0eef9696dfc14921b585c4a

Aliases

arxiv: 1909.02803 · arxiv_version: 1909.02803v3 · doi: 10.48550/arxiv.1909.02803 · pith_short_12: HYCQ2STZVIBZ · pith_short_16: HYCQ2STZVIBZOMCI · pith_short_8: HYCQ2STZ

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/HYCQ2STZVIBZOMCI6DSWZPDVI6 \
  | 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: 3e050d4a79aa03973048f0e56cbc7547949bf984f0eef9696dfc14921b585c4a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e8d451fb822c0e745c5d5a90c6613a253d6643b27369f170a1ae0e6263d5b816",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-09-06T10:17:25Z",
    "title_canon_sha256": "98b4e608863ad07e57c4866229cbd80700296c7de6702a9f8cf2ead25f17b878"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.02803",
    "kind": "arxiv",
    "version": 3
  }
}