Pith Number

pith:EAMEV554

pith:2024:EAMEV554SISBNEKHSQMVBMRNJ4

not attested not anchored not stored refs pending

Adaptive Refinement Protocols for Distributed Distribution Estimation under $\ell^p$-Losses

Deheng Yuan, Tao Guo, Zhongyi Huang

arxiv:2410.06884 v2 · 2024-10-09 · cs.LG · cs.IT · math.IT · math.ST · stat.TH

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EAMEV554SISBNEKHSQMVBMRNJ4}

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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

Distributed Nonparametric Estimation: from Sparse to Dense Samples per Terminal

Receipt and verification

First computed	2026-07-05T09:32:48.635008Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

20184af7bc9224169147941950b22d4f05af193f01c9105816a8194d7143e538

Aliases

arxiv: 2410.06884 · arxiv_version: 2410.06884v2 · doi: 10.48550/arxiv.2410.06884 · pith_short_12: EAMEV554SISB · pith_short_16: EAMEV554SISBNEKH · pith_short_8: EAMEV554

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/EAMEV554SISBNEKHSQMVBMRNJ4 \
  | 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: 20184af7bc9224169147941950b22d4f05af193f01c9105816a8194d7143e538

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "33862358f6a3efbb5c7dc486600923e8c75ff2a0e2c371b1364ac1019814338b",
    "cross_cats_sorted": [
      "cs.IT",
      "math.IT",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-09T13:46:08Z",
    "title_canon_sha256": "bb7da7a863f6ec9907d7fee4f5902107ec6d89140c8b893a34fd7727ad32be51"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.06884",
    "kind": "arxiv",
    "version": 2
  }
}