Pith Number

pith:MFKW6KID

pith:2017:MFKW6KIDYAT6N7DJ6CCJGTUKR2

not attested not anchored not stored refs pending

Meta-Learning by Adjusting Priors Based on Extended PAC-Bayes Theory

Ron Amit, Ron Meir

arxiv:1711.01244 v8 · 2017-11-03 · stat.ML · cs.AI · 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{MFKW6KIDYAT6N7DJ6CCJGTUKR2}

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

The Statistical Cost of Adaptation in Multi-Source Transfer Learning

Receipt and verification

First computed	2026-05-17T23:45:53.376188Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

61556f2903c027e6fc69f084934e8a8e82d3298b4767a2ae5aae54b99560ed63

Aliases

arxiv: 1711.01244 · arxiv_version: 1711.01244v8 · doi: 10.48550/arxiv.1711.01244 · pith_short_12: MFKW6KIDYAT6 · pith_short_16: MFKW6KIDYAT6N7DJ · pith_short_8: MFKW6KID

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/MFKW6KIDYAT6N7DJ6CCJGTUKR2 \
  | 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: 61556f2903c027e6fc69f084934e8a8e82d3298b4767a2ae5aae54b99560ed63

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "27754b32ab04cb320a601103a6d33f9dd50fc65eb8d6455fd1954a6e8b20ffbb",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-11-03T17:14:14Z",
    "title_canon_sha256": "9fddcd7215ea1a4e12c9aacefab4d3d44323e662a75a4ac872a2de848e4f8575"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.01244",
    "kind": "arxiv",
    "version": 8
  }
}