Pith Number

pith:BYW2U7XF

pith:2025:BYW2U7XFJRVT7UUDZ2V3TJU2H3

not attested not anchored not stored refs pending

Continual Release Moment Estimation with Differential Privacy

Christoph H. Lampert, Jalaj Upadhyay, Nikita P. Kalinin

arxiv:2502.06597 v2 · 2025-02-10 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BYW2U7XFJRVT7UUDZ2V3TJU2H3}

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

On Design Principles for Private Adaptive Optimizers

Receipt and verification

First computed	2026-07-05T11:15:42.603376Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0e2daa7ee54c6b3fd283ceabb9a69a3ed6a41310363255e59a7c9e7f2dfc2ced

Aliases

arxiv: 2502.06597 · arxiv_version: 2502.06597v2 · doi: 10.48550/arxiv.2502.06597 · pith_short_12: BYW2U7XFJRVT · pith_short_16: BYW2U7XFJRVT7UUD · pith_short_8: BYW2U7XF

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/BYW2U7XFJRVT7UUDZ2V3TJU2H3 \
  | 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: 0e2daa7ee54c6b3fd283ceabb9a69a3ed6a41310363255e59a7c9e7f2dfc2ced

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c7f79c980077aaf97ab0a6cd34e460a461658955079903f1ea788d31b2ebd795",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-10T15:58:26Z",
    "title_canon_sha256": "ceedd59f222bcb29174567a60b9c24ae4ba12899ae3667d3ffcf6c9e519d461e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06597",
    "kind": "arxiv",
    "version": 2
  }
}