Pith Number

pith:NBORTX2Q

pith:2024:NBORTX2QQ5BOPGCCZV5TOGKEC2

not attested not anchored not stored refs pending

Group-wise oracle-efficient algorithms for online multi-group learning

Daniel Hsu, Jingwen Liu, Samuel Deng

arxiv:2406.05287 v2 · 2024-06-07 · cs.LG · cs.GT · 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{NBORTX2QQ5BOPGCCZV5TOGKEC2}

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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

Improved and Oracle-Efficient Online $\ell_1$-Multicalibration

Receipt and verification

First computed	2026-07-05T11:36:54.477957Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

685d19df508742e79842cd7b37194416892bc529211c26e64f2abf1fa612d99c

Aliases

arxiv: 2406.05287 · arxiv_version: 2406.05287v2 · doi: 10.48550/arxiv.2406.05287 · pith_short_12: NBORTX2QQ5BO · pith_short_16: NBORTX2QQ5BOPGCC · pith_short_8: NBORTX2Q

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/NBORTX2QQ5BOPGCCZV5TOGKEC2 \
  | 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: 685d19df508742e79842cd7b37194416892bc529211c26e64f2abf1fa612d99c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "730c41e5eb1169a03222586e03086036c834a4074e1b06e965f27950739e9cf2",
    "cross_cats_sorted": [
      "cs.GT",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-07T23:00:02Z",
    "title_canon_sha256": "a5a64a495f18b97fd49b7fbbb88cd1aacbcf5066266c869176153016dc94d244"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.05287",
    "kind": "arxiv",
    "version": 2
  }
}