Pith Number

pith:ZMTBPCIL

pith:2024:ZMTBPCILGOFVPADJVLFKMGKOUE

not attested not anchored not stored refs pending

A Margin-Maximizing Fine-Grained Ensemble Method

Feiping Nie, Hao Chen, Jinghui Yuan, Renwei Luo

arxiv:2409.12849 v1 · 2024-09-19 · 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{ZMTBPCILGOFVPADJVLFKMGKOUE}

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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

Cooperation of Experts: Fusing Heterogeneous Information with Large Margin

Receipt and verification

First computed	2026-07-05T09:09:13.039226Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cb2617890b338b578069aacaa6194ea11fac9a3945f79c4fde0b305336ec58e2

Aliases

arxiv: 2409.12849 · arxiv_version: 2409.12849v1 · doi: 10.48550/arxiv.2409.12849 · pith_short_12: ZMTBPCILGOFV · pith_short_16: ZMTBPCILGOFVPADJ · pith_short_8: ZMTBPCIL

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/ZMTBPCILGOFVPADJVLFKMGKOUE \
  | 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: cb2617890b338b578069aacaa6194ea11fac9a3945f79c4fde0b305336ec58e2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5e40341b46b62b2a021f22ab6ada62edf601c6aa8665d7be81063f5834aa2a27",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-19T15:48:12Z",
    "title_canon_sha256": "149fba834e145a8b798b5f8089fef44b9f0fe8a1c979f500c4d1850d88f35f8a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.12849",
    "kind": "arxiv",
    "version": 1
  }
}