Pith Number

pith:LI3NFHWL

pith:2021:LI3NFHWLSAHDY7CLBHO64354JP

not attested not anchored not stored refs pending

Distributional Gradient Matching for Learning Uncertain Neural Dynamics Models

Andreas Krause, Florian D\"orfler, Lenart Treven, Philippe Wenk

arxiv:2106.11609 v2 · 2021-06-22 · cs.LG · math.DS · 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{LI3NFHWLSAHDY7CLBHO64354JP}

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	2026-07-05T03:22:58.194295Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5a36d29ecb900e3c7c4b09ddee6fbc4bd76c5148ce2828f6470892e88d80ea07

Aliases

arxiv: 2106.11609 · arxiv_version: 2106.11609v2 · doi: 10.48550/arxiv.2106.11609 · pith_short_12: LI3NFHWLSAHD · pith_short_16: LI3NFHWLSAHDY7CL · pith_short_8: LI3NFHWL

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/LI3NFHWLSAHDY7CLBHO64354JP \
  | 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: 5a36d29ecb900e3c7c4b09ddee6fbc4bd76c5148ce2828f6470892e88d80ea07

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "04d5dd6f40b6b12db50566c691e27575c8516bb2e6f0ad2189cec3cf3404bbf0",
    "cross_cats_sorted": [
      "math.DS",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-22T08:40:51Z",
    "title_canon_sha256": "fd17917a0be4512e5f40692291d6680c4de823ccd688b5c2228cea652cb798db"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.11609",
    "kind": "arxiv",
    "version": 2
  }
}