Pith Number

pith:SAVWVMXB

pith:2024:SAVWVMXB5GDUKV56RAIA5MD5JL

not attested not anchored not stored refs pending

Gradient Descent on Logistic Regression with Non-Separable Data and Large Step Sizes

Antonio Orvieto, Christopher De Sa, Daniel Yiming Cao, Si Yi Meng

arxiv:2406.05033 v2 · 2024-06-07 · cs.LG · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SAVWVMXB5GDUKV56RAIA5MD5JL}

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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

2 papers in Pith

Finite-Sample Performance of Gradient Descent in Logistic Regression with Gaussian Design

Stepsize Hedging: an Alternative Mechanism for Accelerating Gradient Descent

Receipt and verification

First computed	2026-07-05T09:30:16.188962Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

902b6ab2e1e9874557be88100eb07d4aeddfbe377297b7f8d1814b7bcbeaba43

Aliases

arxiv: 2406.05033 · arxiv_version: 2406.05033v2 · doi: 10.48550/arxiv.2406.05033 · pith_short_12: SAVWVMXB5GDU · pith_short_16: SAVWVMXB5GDUKV56 · pith_short_8: SAVWVMXB

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/SAVWVMXB5GDUKV56RAIA5MD5JL \
  | 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: 902b6ab2e1e9874557be88100eb07d4aeddfbe377297b7f8d1814b7bcbeaba43

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c07b251bf2e4f667c65db9aa244160403bfe12350e509b433c4880d6812e47f2",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-07T15:53:06Z",
    "title_canon_sha256": "5523a04ac09d1c5750f78b969dff3ba55f961247e60ceb433440fde4b23d3c71"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.05033",
    "kind": "arxiv",
    "version": 2
  }
}