Pith Number

pith:OSURO7QW

pith:2017:OSURO7QWBDVMV534YA7YCSUHWD

not attested not anchored not stored refs pending

Algorithmic Chaining and the Role of Partial Feedback in Online Nonparametric Learning

Claudio Gentile, Nicol\`o Cesa-Bianchi, Pierre Gaillard (SIERRA), S\'ebastien Gerchinovitz (IMT)

arxiv:1702.08211 v2 · 2017-02-27 · stat.ML · cs.LG · math.ST · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OSURO7QWBDVMV534YA7YCSUHWD}

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

Chaining Meets Chain Rule: Multilevel Entropic Regularization and Training of Neural Nets

Receipt and verification

First computed	2026-05-18T00:41:12.487375Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

74a9177e1608eacaf77cc03f814a87b0d5692d4e08ab5086e6685d28dc9c7f76

Aliases

arxiv: 1702.08211 · arxiv_version: 1702.08211v2 · doi: 10.48550/arxiv.1702.08211 · pith_short_12: OSURO7QWBDVM · pith_short_16: OSURO7QWBDVMV534 · pith_short_8: OSURO7QW

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/OSURO7QWBDVMV534YA7YCSUHWD \
  | 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: 74a9177e1608eacaf77cc03f814a87b0d5692d4e08ab5086e6685d28dc9c7f76

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0db048789879f9b40ac57c7d490251ac73694ebf3c05bf3a7ec76eb4a42b9cc2",
    "cross_cats_sorted": [
      "cs.LG",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-02-27T10:01:36Z",
    "title_canon_sha256": "40b6ccbb23bd45618d7e2bcab6e4eab8e406172cdaa70c05bc8f409fab17c2b3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1702.08211",
    "kind": "arxiv",
    "version": 2
  }
}