Pith Number

pith:4O3PH523

pith:2018:4O3PH523DYRYVI42HSFTWLJWNM

not attested not anchored not stored refs pending

Risk and parameter convergence of logistic regression

Matus Telgarsky, Ziwei Ji

arxiv:1803.07300 v3 · 2018-03-20 · cs.LG · math.OC · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4O3PH523DYRYVI42HSFTWLJWNM}

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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

3 papers in Pith

Gradient Descent as a Perceptron Algorithm: Understanding Dynamics and Implicit Acceleration

The Effect of Mini-Batch Noise on the Implicit Bias of Adam

Efficient Logistic Regression with Mixture of Sigmoids

Receipt and verification

First computed	2026-05-17T23:43:51.344803Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e3b6f3f75b1e238aa39a3c8b3b2d366b224d826fee6bfbc50ba007bcefb2571c

Aliases

arxiv: 1803.07300 · arxiv_version: 1803.07300v3 · doi: 10.48550/arxiv.1803.07300 · pith_short_12: 4O3PH523DYRY · pith_short_16: 4O3PH523DYRYVI42 · pith_short_8: 4O3PH523

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/4O3PH523DYRYVI42HSFTWLJWNM \
  | 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: e3b6f3f75b1e238aa39a3c8b3b2d366b224d826fee6bfbc50ba007bcefb2571c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "11efd6ec67cf80fc6e669d81af35b469d550ed9cf2912b050bba4fcbc77acf60",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-03-20T08:47:27Z",
    "title_canon_sha256": "4079d05ce1b99ee278d429575aa352c28ed12039f837124c618b15213e47640e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1803.07300",
    "kind": "arxiv",
    "version": 3
  }
}