Pith Number

pith:DTFMAZ65

pith:2019:DTFMAZ65RO4K25W3BXFN2J7WRO

not attested not anchored not stored refs pending

Noise Regularization for Conditional Density Estimation

Andreas Krause, Fabio Ferreira, Jonas Rothfuss, Maxim Ulrich, Simon Boehm, Simon Walther, Tamim Asfour

arxiv:1907.08982 v2 · 2019-07-21 · 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{DTFMAZ65RO4K25W3BXFN2J7WRO}

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

Variational Autoencoder Framework for Hyperspectral Retrievals (Hyper-VAE) of Phytoplankton Absorption and Chlorophyll a in Coastal Waters for NASA's EMIT and PACE Missions

Receipt and verification

First computed	2026-07-05T00:40:43.653141Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1ccac067dd8bb8ad76db0dcadd27f68ba1442ad1c729d724a0bbd131632587c9

Aliases

arxiv: 1907.08982 · arxiv_version: 1907.08982v2 · doi: 10.48550/arxiv.1907.08982 · pith_short_12: DTFMAZ65RO4K · pith_short_16: DTFMAZ65RO4K25W3 · pith_short_8: DTFMAZ65

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/DTFMAZ65RO4K25W3BXFN2J7WRO \
  | 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: 1ccac067dd8bb8ad76db0dcadd27f68ba1442ad1c729d724a0bbd131632587c9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1cdfaf087f2959bed3a7534f7ad7f8237faf79434362d604f23658d8c85cd055",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-07-21T14:17:28Z",
    "title_canon_sha256": "3ab3b46b3e6df4f0c9d8faab80c7209c851d62882ac20ea1b8e2f94f33e0efba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.08982",
    "kind": "arxiv",
    "version": 2
  }
}