Pith Number

pith:6BL2Z7NF

pith:2024:6BL2Z7NF4ZCYEO4LXHDP5SIMDD

not attested not anchored not stored refs pending

Supervised Autoencoders with Fractionally Differentiated Features and Triple Barrier Labelling Enhance Predictions on Noisy Data

Bartosz Bieganowski, Robert \'Slepaczuk

arxiv:2411.12753 v2 · 2024-11-06 · q-fin.TR · cs.LG · stat.CO · 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{6BL2Z7NF4ZCYEO4LXHDP5SIMDD}

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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

Comparative analysis of financial data differentiation techniques using LSTM neural network

Receipt and verification

First computed	2026-07-05T09:42:32.977779Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f057acfda5e645823b8bb9c6fec90c18c32b27bddf6b7550d7951541588d2405

Aliases

arxiv: 2411.12753 · arxiv_version: 2411.12753v2 · doi: 10.48550/arxiv.2411.12753 · pith_short_12: 6BL2Z7NF4ZCY · pith_short_16: 6BL2Z7NF4ZCYEO4L · pith_short_8: 6BL2Z7NF

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/6BL2Z7NF4ZCYEO4LXHDP5SIMDD \
  | 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: f057acfda5e645823b8bb9c6fec90c18c32b27bddf6b7550d7951541588d2405

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d36c9c80a2d1d32ae69750f9cb920f8fdfd58f6f1720cb4e100cf5484f3d004a",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.CO",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "q-fin.TR",
    "submitted_at": "2024-11-06T08:43:03Z",
    "title_canon_sha256": "d31764da8392ec2d6b98e22c0ee44f6e72ecde7ea9ac46ef4cfb9e2cb9b57676"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.12753",
    "kind": "arxiv",
    "version": 2
  }
}