Pith Number

pith:ST7FWFYK

pith:2025:ST7FWFYKCLZCYFXQLAZU25N2SO

not attested not anchored not stored refs pending

Contextual Online Decision Making with Infinite-Dimensional Functional Regression

David Simchi-Levi, Haichen Hu, Rui Ai, Stephen Bates

arxiv:2501.18359 v1 · 2025-01-30 · stat.ML · 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{ST7FWFYKCLZCYFXQLAZU25N2SO}

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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

Pre-Trained AI Model Assisted Online Decision-Making under Missing Covariates: A Theoretical Perspective

Receipt and verification

First computed	2026-07-05T10:07:33.222864Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

94fe5b170a12f22c16f058334d75ba9397d13c3a1af691273c55008c1e311ea6

Aliases

arxiv: 2501.18359 · arxiv_version: 2501.18359v1 · doi: 10.48550/arxiv.2501.18359 · pith_short_12: ST7FWFYKCLZC · pith_short_16: ST7FWFYKCLZCYFXQ · pith_short_8: ST7FWFYK

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/ST7FWFYKCLZCYFXQLAZU25N2SO \
  | 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: 94fe5b170a12f22c16f058334d75ba9397d13c3a1af691273c55008c1e311ea6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bfbb77067e1b578908188a19edeee71da14831efd3513f199d0b86c142c99999",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-01-30T14:05:20Z",
    "title_canon_sha256": "e0feeec4fdfa8b61c12d8f52bdbee75f491dead1d7d809649222bd38cf18dd67"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.18359",
    "kind": "arxiv",
    "version": 1
  }
}