Pith Number

pith:7V4AYUTY

pith:2021:7V4AYUTYMXIQVRQNQ74WM5LLH3

not attested not anchored not stored refs pending

Gradient Descent on Infinitely Wide Neural Networks: Global Convergence and Generalization

Francis Bach (SIERRA), Lena\"ic Chizat (EPFL)

arxiv:2110.08084 v1 · 2021-10-15 · cs.LG · math.OC · math.ST · 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{7V4AYUTYMXIQVRQNQ74WM5LLH3}

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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

Trajectory inference via Acceleration Matching

Receipt and verification

First computed	2026-07-05T03:23:00.274154Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fd780c527865d10ac60d87f966756b3edfe291fa616b7f5e488c9fefad56d8c1

Aliases

arxiv: 2110.08084 · arxiv_version: 2110.08084v1 · doi: 10.48550/arxiv.2110.08084 · pith_short_12: 7V4AYUTYMXIQ · pith_short_16: 7V4AYUTYMXIQVRQN · pith_short_8: 7V4AYUTY

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/7V4AYUTYMXIQVRQNQ74WM5LLH3 \
  | 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: fd780c527865d10ac60d87f966756b3edfe291fa616b7f5e488c9fefad56d8c1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "872983c818f747309a5bf15d34f98be0e9e7030408e3e8d72585fcc3c9ae7a70",
    "cross_cats_sorted": [
      "math.OC",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-15T13:25:32Z",
    "title_canon_sha256": "1523a6916a4a35bdf6cd3240b148d1302908b7c8971c56ba18854605ff988795"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.08084",
    "kind": "arxiv",
    "version": 1
  }
}