Pith Number

pith:6AQZUDFJ

pith:2024:6AQZUDFJIBQ3RKK4VCAD2BSWU3

not attested not anchored not stored refs pending

Improving the Convergence Rates of Forward Gradient Descent with Repeated Sampling

Johannes Schmidt-Hieber, Niklas Dexheimer

arxiv:2411.17567 v1 · 2024-11-26 · math.ST · cs.LG · cs.NE · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6AQZUDFJIBQ3RKK4VCAD2BSWU3}

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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

Adaptive directional gradients for parameterised quantum circuits

Receipt and verification

First computed	2026-07-05T09:40:49.095219Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f0219a0ca94061b8a95ca8803d0656a6fad9c1ebec2485b402b15f07b5cafd56

Aliases

arxiv: 2411.17567 · arxiv_version: 2411.17567v1 · doi: 10.48550/arxiv.2411.17567 · pith_short_12: 6AQZUDFJIBQ3 · pith_short_16: 6AQZUDFJIBQ3RKK4 · pith_short_8: 6AQZUDFJ

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/6AQZUDFJIBQ3RKK4VCAD2BSWU3 \
  | 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: f0219a0ca94061b8a95ca8803d0656a6fad9c1ebec2485b402b15f07b5cafd56

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9ba7ea03eb4e92946cb25b179f9b714d78ca6bedcd46634032b0ad2458f99792",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.ST",
    "submitted_at": "2024-11-26T16:28:16Z",
    "title_canon_sha256": "2457f0c4056de7f1cf9883dc617d11e1d69040b63783a995e5712f3b4eebec68"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.17567",
    "kind": "arxiv",
    "version": 1
  }
}