Pith Number

pith:HDNOWAMB

pith:2024:HDNOWAMB2DFK2ESXHPUTYFUMUW

not attested not anchored not stored refs pending

RobustTSF: Towards Theory and Design of Robust Time Series Forecasting with Anomalies

Hao Cheng, Liang Sun, Qingsong Wen, Yang Liu

arxiv:2402.02032 v1 · 2024-02-03 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HDNOWAMB2DFK2ESXHPUTYFUMUW}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

MorphStrata: Layer-Specific Perturbations for Generating Morphence Students in Time-Series Moving Target Defense

Receipt and verification

First computed	2026-07-05T07:41:09.958322Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

38daeb0181d0caad12573be93c168ca59c6152e2f40b780189c8cb5566fee1db

Aliases

arxiv: 2402.02032 · arxiv_version: 2402.02032v1 · doi: 10.48550/arxiv.2402.02032 · pith_short_12: HDNOWAMB2DFK · pith_short_16: HDNOWAMB2DFK2ESX · pith_short_8: HDNOWAMB

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/HDNOWAMB2DFK2ESXHPUTYFUMUW \
  | 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: 38daeb0181d0caad12573be93c168ca59c6152e2f40b780189c8cb5566fee1db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "85ed7b031633142624115b30a185212d740dd1865bc80838d3607627947109c2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-03T05:13:09Z",
    "title_canon_sha256": "d850ab805230374b542dc78d4d16b5c2ebe5a63f087ba421f95389e55a9b0cc4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.02032",
    "kind": "arxiv",
    "version": 1
  }
}