Pith Number

pith:6FC3GDD5

pith:2017:6FC3GDD5MQ2EKDSWNNFCSOQKDM

not attested not anchored not stored refs pending

DeepAR: Probabilistic Forecasting with Autoregressive Recurrent Networks

David Salinas, Jan Gasthaus, Valentin Flunkert

arxiv:1704.04110 v3 · 2017-04-13 · cs.AI · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{6FC3GDD5MQ2EKDSWNNFCSOQKDM}

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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

10 papers in Pith

UC-Search: Risk-Aware Test-Time Search for Delayed Constrained Time-Series Control

Decision-Calibrated Conformal Uncertainty for Pacing Decisions in Streaming Advertising

Expectations vs. Realities: The Cost of MSE-Optimal Forecasting Under Conditional Uncertainty

Streaming Adaptation of Deep Forecasting Models using Adaptive Recurrent Units

Fashion Retail: Forecasting Demand for New Items

Receipt and verification

First computed	2026-05-17T23:53:01.544108Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f145b30c7d6434450e566b4a293a0a1b1bcdf955055674b1db39b6f8cf08e55d

Aliases

arxiv: 1704.04110 · arxiv_version: 1704.04110v3 · doi: 10.48550/arxiv.1704.04110 · pith_short_12: 6FC3GDD5MQ2E · pith_short_16: 6FC3GDD5MQ2EKDSW · pith_short_8: 6FC3GDD5

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/6FC3GDD5MQ2EKDSWNNFCSOQKDM \
  | 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: f145b30c7d6434450e566b4a293a0a1b1bcdf955055674b1db39b6f8cf08e55d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a3b98b093feecf0eabb94d1450b016735f41febbacab1b8a86d0151340be19e5",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2017-04-13T13:11:53Z",
    "title_canon_sha256": "b7301276e6d7df4e6ef7c6f7dee8269f888cacae8dc5f8b78413df74457bb213"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1704.04110",
    "kind": "arxiv",
    "version": 3
  }
}