Pith Number

pith:3AOPLWK2

pith:2019:3AOPLWK2NEUZ63NCYBAG3MFVTC

not attested not anchored not stored refs pending

Fast-rate PAC-Bayes Generalization Bounds via Shifted Rademacher Processes

Daniel M. Roy, Jun Yang, Shengyang Sun

arxiv:1908.07585 v2 · 2019-08-20 · cs.LG · math.ST · stat.ML · stat.TH

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3AOPLWK2NEUZ63NCYBAG3MFVTC}

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	2026-07-05T00:23:06.840944Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d81cf5d95a69299f6da2c0406db0b5988b85b90fe7d4ea5ebd08201e88e26eb6

Aliases

arxiv: 1908.07585 · arxiv_version: 1908.07585v2 · doi: 10.48550/arxiv.1908.07585 · pith_short_12: 3AOPLWK2NEUZ · pith_short_16: 3AOPLWK2NEUZ63NC · pith_short_8: 3AOPLWK2

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/3AOPLWK2NEUZ63NCYBAG3MFVTC \
  | 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: d81cf5d95a69299f6da2c0406db0b5988b85b90fe7d4ea5ebd08201e88e26eb6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2eb3a8c2cd697b0ff8791fc4ab75999a60045102467198ca1615df19eee6204d",
    "cross_cats_sorted": [
      "math.ST",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-08-20T19:46:14Z",
    "title_canon_sha256": "7e9e0adabc648d3a943cb1d9521552021939c31110b4bff9940d35db1663fec9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.07585",
    "kind": "arxiv",
    "version": 2
  }
}