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Pith Number

pith:I34X4NJJ

pith:2017:I34X4NJJJDFNJIKRCPTBTOAKWV
not attested not anchored not stored refs pending

On the Performance of Forecasting Models in the Presence of Input Uncertainty

Ahmad Shokrollahi, Elham Foruzan, Hossein Sangrody, Morteza Sarailoo, Ning Zhou

arxiv:1707.04692 v1 · 2017-07-15 · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{I34X4NJJJDFNJIKRCPTBTOAKWV}

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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.
Receipt and verification
First computed 2026-05-18T00:40:16.816639Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

46f97e352948cad4a15113e619b80ab55b701649a10815d133f73d31a96a3694

Aliases

arxiv: 1707.04692 · arxiv_version: 1707.04692v1 · doi: 10.48550/arxiv.1707.04692 · pith_short_12: I34X4NJJJDFN · pith_short_16: I34X4NJJJDFNJIKR · pith_short_8: I34X4NJJ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/I34X4NJJJDFNJIKRCPTBTOAKWV \
  | 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: 46f97e352948cad4a15113e619b80ab55b701649a10815d133f73d31a96a3694
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "9280bad9f7bb628a7af10d585b3f54db19a0f89dfcf65f5956621b482d1fe30c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-07-15T06:16:21Z",
    "title_canon_sha256": "19aeaabc5308cf4235cb5287dbc0730f88da8af9ae96fdea8cbe613f45e13ce4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1707.04692",
    "kind": "arxiv",
    "version": 1
  }
}