Pith Number

pith:Z2B63U6F

pith:2023:Z2B63U6FHNBVQ2Q7MW7R3YLCK5

not attested not anchored not stored refs pending

Information Bottleneck Analysis of Deep Neural Networks via Lossy Compression

Alexander Tolmachev, Alexey Frolov, Anna Neopryatnaya, Ivan Butakov, Kirill Andreev, Sofia Malanchuk

arxiv:2305.08013 v2 · 2023-05-13 · cs.LG · cs.IT · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z2B63U6FHNBVQ2Q7MW7R3YLCK5}

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

InfoAtlas: A Foundation Model for Zero-Shot Statistical Dependence Estimate

Receipt and verification

First computed	2026-07-05T08:17:09.527366Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ce83edd3c53b43586a1f65bf1de16257707315c836fb21b3f16f268653e45a4e

Aliases

arxiv: 2305.08013 · arxiv_version: 2305.08013v2 · doi: 10.48550/arxiv.2305.08013 · pith_short_12: Z2B63U6FHNBV · pith_short_16: Z2B63U6FHNBVQ2Q7 · pith_short_8: Z2B63U6F

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/Z2B63U6FHNBVQ2Q7MW7R3YLCK5 \
  | 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: ce83edd3c53b43586a1f65bf1de16257707315c836fb21b3f16f268653e45a4e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5186bb9e1ee40d32339beb197de6d3309142dc1ea654d10e8a036a5b41cf39fe",
    "cross_cats_sorted": [
      "cs.IT",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-13T21:44:32Z",
    "title_canon_sha256": "a0c34c78f01afd452fe47a60967a9d27bc1efc90fb6a1d15512e648d66ba693c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.08013",
    "kind": "arxiv",
    "version": 2
  }
}