Pith Number

pith:5SKNTGLA

pith:2017:5SKNTGLAAFPG7V3TF33DF2HSWA

not attested not anchored not stored refs pending

The Power of Interpolation: Understanding the Effectiveness of SGD in Modern Over-parametrized Learning

Mikhail Belkin, Raef Bassily, Siyuan Ma

arxiv:1712.06559 v3 · 2017-12-18 · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5SKNTGLAAFPG7V3TF33DF2HSWA}

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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

6 papers in Pith

Hessian based analysis of SGD for Deep Nets: Dynamics and Generalization

Scaling Laws for Transfer

Scaling Laws for Autoregressive Generative Modeling

A General Language Assistant as a Laboratory for Alignment

Locally Near Optimal Piecewise Linear Regression in High Dimensions via Difference of Max-Affine Functions

Receipt and verification

First computed	2026-05-18T00:13:10.647994Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ec94d99960015e6fd7732ef632e8f2b0376ad761a794790a82e120201dcdea4c

Aliases

arxiv: 1712.06559 · arxiv_version: 1712.06559v3 · doi: 10.48550/arxiv.1712.06559 · pith_short_12: 5SKNTGLAAFPG · pith_short_16: 5SKNTGLAAFPG7V3T · pith_short_8: 5SKNTGLA

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/5SKNTGLAAFPG7V3TF33DF2HSWA \
  | 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: ec94d99960015e6fd7732ef632e8f2b0376ad761a794790a82e120201dcdea4c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "138352b1eda421432d5481548296f5542c8a8fc12f12932df74da3b1ae55ac74",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-12-18T18:10:39Z",
    "title_canon_sha256": "a30c6b5036366e79f924ca2915ea174e45ab2b11ad959743316f8e9354ab9a0d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1712.06559",
    "kind": "arxiv",
    "version": 3
  }
}