Pith Number

pith:O2AXDMB3

pith:2020:O2AXDMB3BT66D7A47EMCGGNE3V

not attested not anchored not stored refs pending

Reasoning About Generalization via Conditional Mutual Information

Lydia Zakynthinou, Thomas Steinke

arxiv:2001.09122 v3 · 2020-01-24 · cs.LG · cs.CR · cs.DS · cs.IT · math.IT · 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{O2AXDMB3BT66D7A47EMCGGNE3V}

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

Towards the Connection between Activation Sparsity and Flat Minima

Receipt and verification

First computed	2026-07-05T01:11:23.669325Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

768171b03b0cfde1fc1cf9182319a4dd5ac453042eca823ee820b164ca947891

Aliases

arxiv: 2001.09122 · arxiv_version: 2001.09122v3 · doi: 10.48550/arxiv.2001.09122 · pith_short_12: O2AXDMB3BT66 · pith_short_16: O2AXDMB3BT66D7A4 · pith_short_8: O2AXDMB3

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/O2AXDMB3BT66D7A47EMCGGNE3V \
  | 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: 768171b03b0cfde1fc1cf9182319a4dd5ac453042eca823ee820b164ca947891

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d480cdca34db9725bf29848afada07dbef3eab68aeab7bd85a8c5a2b281534bf",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.DS",
      "cs.IT",
      "math.IT",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-01-24T18:13:04Z",
    "title_canon_sha256": "20f2501dd3373bb80472d07c86b0bbd96ad47be21a7583db29bb6b33e91e48f6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2001.09122",
    "kind": "arxiv",
    "version": 3
  }
}