Pith Number

pith:FUF42SSW

pith:2019:FUF42SSW6EOEEXW4OVL45VRUMD

not attested not anchored not stored refs pending

Kernel and Rich Regimes in Overparametrized Models

Blake Woodworth, Daniel Soudry, Edward Moroshko, Itay Golan, Jason Lee, Nathan Srebro, Pedro Savarese, Suriya Gunasekar

arxiv:1906.05827 v3 · 2019-06-13 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FUF42SSW6EOEEXW4OVL45VRUMD}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Estimation of High Dimensional Bounded Discrete Graphical Models via Regularized Generalized Score Matching

A Theory on Flow Matching with Neural Networks

Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models

Receipt and verification

First computed	2026-07-05T00:43:33.887138Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d0bcd4a56f11c425edc7557ced63460fe747843189af090b3a4f0e8c8d31cc7

Aliases

arxiv: 1906.05827 · arxiv_version: 1906.05827v3 · doi: 10.48550/arxiv.1906.05827 · pith_short_12: FUF42SSW6EOE · pith_short_16: FUF42SSW6EOEEXW4 · pith_short_8: FUF42SSW

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/FUF42SSW6EOEEXW4OVL45VRUMD \
  | 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: 2d0bcd4a56f11c425edc7557ced63460fe747843189af090b3a4f0e8c8d31cc7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6e9d567ab5d24379a200afc7c68d3cdef4041e1f20ef9762e26d9a21d6a81497",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-13T17:16:12Z",
    "title_canon_sha256": "247f3e1320b87d5dd918ee4e2bd083108d44c2c972099385b1bbe7f50177bd6a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.05827",
    "kind": "arxiv",
    "version": 3
  }
}