Pith Number

pith:VGMWYL55

pith:2021:VGMWYL55YM67IVXDCYLZ2VISUU

not attested not anchored not stored refs pending

PAC-Bayesian Learning of Aggregated Binary Activated Neural Networks with Probabilities over Representations

Benjamin Leblanc, Fran\c{c}ois Laviolette, Ga\"el Letarte, Louis Fortier-Dubois, Pascal Germain

arxiv:2110.15137 v3 · 2021-10-28 · 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{VGMWYL55YM67IVXDCYLZ2VISUU}

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	2026-07-05T06:00:54.828169Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a9996c2fbdc33df456e316179d5512a5295ea6480e74bdf50d49bf1af59a4b00

Aliases

arxiv: 2110.15137 · arxiv_version: 2110.15137v3 · doi: 10.48550/arxiv.2110.15137 · pith_short_12: VGMWYL55YM67 · pith_short_16: VGMWYL55YM67IVXD · pith_short_8: VGMWYL55

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/VGMWYL55YM67IVXDCYLZ2VISUU \
  | 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: a9996c2fbdc33df456e316179d5512a5295ea6480e74bdf50d49bf1af59a4b00

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0142d066faf72073637ccdf6de9c786387de6a64f6d2944b518cd58cbd52ca42",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-28T14:11:07Z",
    "title_canon_sha256": "610d160b0c196ee3ac28262cbc5082868566516045ddb005ef0e2614293ec832"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.15137",
    "kind": "arxiv",
    "version": 3
  }
}