Pith Number

pith:MFOONFVY

pith:2025:MFOONFVY7QFYYIKYWXW45FMSAD

not attested not anchored not stored refs pending

Differentially Private Policy Gradient

Alexandre Rio, Igor Colin, Merwan Barlier

arxiv:2501.19080 v1 · 2025-01-31 · 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{MFOONFVY7QFYYIKYWXW45FMSAD}

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 the Sample Complexity of Differentially Private Policy Optimization

Receipt and verification

First computed	2026-07-05T10:07:55.783619Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

615ce696b8fc0b8c2158b5edce959200e38db1113129f097e5c20abbd6686b18

Aliases

arxiv: 2501.19080 · arxiv_version: 2501.19080v1 · doi: 10.48550/arxiv.2501.19080 · pith_short_12: MFOONFVY7QFY · pith_short_16: MFOONFVY7QFYYIKY · pith_short_8: MFOONFVY

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/MFOONFVY7QFYYIKYWXW45FMSAD \
  | 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: 615ce696b8fc0b8c2158b5edce959200e38db1113129f097e5c20abbd6686b18

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1fe54e3aa719e004e957e8f6a9f05f5801343e81006c0d6d7ee23ba5f983c89a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-31T12:11:13Z",
    "title_canon_sha256": "ac8a5964292268603f30fd35e372679d5bb3d0f1a998f49c0c48d8a8a9b98657"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.19080",
    "kind": "arxiv",
    "version": 1
  }
}