Pith Number

pith:AOCRJIRB

pith:2020:AOCRJIRB3DBTRNWK6WDRTMXUAU

not attested not anchored not stored refs pending

Unpacking Information Bottlenecks: Unifying Information-Theoretic Objectives in Deep Learning

Andreas Kirsch, Clare Lyle, Yarin Gal

arxiv:2003.12537 v3 · 2020-03-27 · cs.LG · 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{AOCRJIRB3DBTRNWK6WDRTMXUAU}

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

Deep Privacy Funnel Model: From a Discriminative to a Generative Approach with an Application to Face Recognition

Receipt and verification

First computed	2026-07-05T02:04:40.052440Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

038514a221d8c338b6caf58719b2f40520924085d320b181b22d589f7c3313af

Aliases

arxiv: 2003.12537 · arxiv_version: 2003.12537v3 · doi: 10.48550/arxiv.2003.12537 · pith_short_12: AOCRJIRB3DBT · pith_short_16: AOCRJIRB3DBTRNWK · pith_short_8: AOCRJIRB

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/AOCRJIRB3DBTRNWK6WDRTMXUAU \
  | 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: 038514a221d8c338b6caf58719b2f40520924085d320b181b22d589f7c3313af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c2ad3479f6c831643da7825defd6eccc9327ab4937a7e03c8fda8ad54fa63804",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-03-27T17:05:03Z",
    "title_canon_sha256": "5539c02ba99c8d5df60340a8f948423bbd0a19204ac59b576ab07ae576f144df"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.12537",
    "kind": "arxiv",
    "version": 3
  }
}