Pith Number

pith:PHKQ7V7P

pith:2025:PHKQ7V7PRO62NVVKQVBOV37B4O

not attested not anchored not stored refs pending

Deep Reinforcement Learning based Triggering Function for Early Classifiers of Time Series

Alexis Bondu, Antoine Cornu\'ejols, Aur\'elien Renault, Vincent Lemaire

arxiv:2502.06584 v1 · 2025-02-10 · cs.LG

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\usepackage{pith}
\pithnumber{PHKQ7V7PRO62NVVKQVBOV37B4O}

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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

Early Classification of Time Series in Non-Stationary Cost Regimes

Receipt and verification

First computed	2026-07-05T10:12:08.858721Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

79d50fd7ef8bbda6d6aa8542eaefe1e3838ff042b949c49108114521481fae38

Aliases

arxiv: 2502.06584 · arxiv_version: 2502.06584v1 · doi: 10.48550/arxiv.2502.06584 · pith_short_12: PHKQ7V7PRO62 · pith_short_16: PHKQ7V7PRO62NVVK · pith_short_8: PHKQ7V7P

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/PHKQ7V7PRO62NVVKQVBOV37B4O \
  | 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: 79d50fd7ef8bbda6d6aa8542eaefe1e3838ff042b949c49108114521481fae38

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba9a17aa206465a371d2df64285dd0835a8fb0254a638c7998e24036c27f620d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-10T15:52:55Z",
    "title_canon_sha256": "b152e230be6921f37abf61c5259cc9bde0ae0964776f5fec3de4b7ebbffc5998"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06584",
    "kind": "arxiv",
    "version": 1
  }
}