Pith Number

pith:BXPPRPTC

pith:2021:BXPPRPTCDGBP5353LJ56U2BY26

not attested not anchored not stored refs pending

Precise characterization of the prior predictive distribution of deep ReLU networks

Gregor Bachmann, Kevin Roth, Lorenzo Noci, Sebastian Nowozin, Thomas Hofmann

arxiv:2106.06615 v2 · 2021-06-11 · 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{BXPPRPTCDGBP5353LJ56U2BY26}

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	2026-07-05T03:26:42.117361Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0ddef8be621982feefbb5a7bea6838d79f6a63db41a53379633f9500b4edd990

Aliases

arxiv: 2106.06615 · arxiv_version: 2106.06615v2 · doi: 10.48550/arxiv.2106.06615 · pith_short_12: BXPPRPTCDGBP · pith_short_16: BXPPRPTCDGBP5353 · pith_short_8: BXPPRPTC

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/BXPPRPTCDGBP5353LJ56U2BY26 \
  | 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: 0ddef8be621982feefbb5a7bea6838d79f6a63db41a53379633f9500b4edd990

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "891f647c551ac5cc5023c88292394a444e4a1e8ddf3b97a9627206ee013fd970",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-11T21:21:52Z",
    "title_canon_sha256": "6ee943c52ec8d492f5ff28053f8b8f3d5e5e32a3848cf53e08ac92dd03f031d3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.06615",
    "kind": "arxiv",
    "version": 2
  }
}