Pith Number

pith:EV6LWITM

pith:2016:EV6LWITMOGZWETA2XFITYGMQYW

not attested not anchored not stored refs pending

Tighter bounds lead to improved classifiers

Nicolas Le Roux

arxiv:1606.09202 v2 · 2016-06-29 · 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{EV6LWITMOGZWETA2XFITYGMQYW}

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

Supervised Fine Tuning on Curated Data is Reinforcement Learning (and can be improved)

Receipt and verification

First computed	2026-05-18T00:53:50.859922Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

257cbb226c71b3624c1ab9513c1990c588f70263c5dc5a9bab8ab3ee5b407356

Aliases

arxiv: 1606.09202 · arxiv_version: 1606.09202v2 · doi: 10.48550/arxiv.1606.09202 · pith_short_12: EV6LWITMOGZW · pith_short_16: EV6LWITMOGZWETA2 · pith_short_8: EV6LWITM

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/EV6LWITMOGZWETA2XFITYGMQYW \
  | 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: 257cbb226c71b3624c1ab9513c1990c588f70263c5dc5a9bab8ab3ee5b407356

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d995fee63db71908774d0266f2c6b709cc096855b6559b04649ff3d9fad8a8e",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-06-29T18:01:15Z",
    "title_canon_sha256": "25c2d04c91468b143c662c5d8cb1d4abe78ba168549433093b92c5439b607bc5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1606.09202",
    "kind": "arxiv",
    "version": 2
  }
}