Pith Number

pith:NDFUZJ4M

pith:2024:NDFUZJ4MLUHO2F6I5VGV6DBEHW

not attested not anchored not stored refs pending

Online conformal prediction with decaying step sizes

Anastasios N. Angelopoulos, Rina Foygel Barber, Stephen Bates

arxiv:2402.01139 v2 · 2024-02-02 · stat.ML · cs.LG · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NDFUZJ4MLUHO2F6I5VGV6DBEHW}

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

4 papers in Pith

Decomposition-Based Modular Conformal Prediction for Two-Stage Modeling

Online Conformal Prediction with Corrupted Feedback

Online Conformal Prediction: Enforcing monotonicity via Online Optimization

Policy-Guided Stepwise Model Routing for Cost-Effective Reasoning

Receipt and verification

First computed	2026-07-05T08:24:00.493333Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

68cb4ca78c5d0eed17c8ed4d5f0c243db4a6a9074b0f0b6fdab0bb60e9e4d778

Aliases

arxiv: 2402.01139 · arxiv_version: 2402.01139v2 · doi: 10.48550/arxiv.2402.01139 · pith_short_12: NDFUZJ4MLUHO · pith_short_16: NDFUZJ4MLUHO2F6I · pith_short_8: NDFUZJ4M

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/NDFUZJ4MLUHO2F6I5VGV6DBEHW \
  | 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: 68cb4ca78c5d0eed17c8ed4d5f0c243db4a6a9074b0f0b6fdab0bb60e9e4d778

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3273879d652ced55f81cef886310592cdc3c89f10dda1ef12a7cc349ebf8bf8f",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-02-02T04:42:09Z",
    "title_canon_sha256": "1b9aba198d4228d2d14516634cc3a6a0e07240889c3fc9c0d88843a79d2f729d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.01139",
    "kind": "arxiv",
    "version": 2
  }
}