Pith Number

pith:YX3IW4BW

pith:2023:YX3IW4BWPLODF3ZRRVKWSDRVKV

not attested not anchored not stored refs pending

The Split Matters: Flat Minima Methods for Improving the Performance of GNNs

Ansgar Scherp, Nicolas Lell

arxiv:2306.09121 v1 · 2023-06-15 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YX3IW4BWPLODF3ZRRVKWSDRVKV}

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

1 paper in Pith

Leveraging Extragradient for Effective Sharpness-Aware Minimization in Deep Learning

Receipt and verification

First computed	2026-07-05T06:47:22.980924Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c5f68b70367adc32ef318d55690e355546d8f26a93a9c44edd6bffe7772b6628

Aliases

arxiv: 2306.09121 · arxiv_version: 2306.09121v1 · doi: 10.48550/arxiv.2306.09121 · pith_short_12: YX3IW4BWPLOD · pith_short_16: YX3IW4BWPLODF3ZR · pith_short_8: YX3IW4BW

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/YX3IW4BWPLODF3ZRRVKWSDRVKV \
  | 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: c5f68b70367adc32ef318d55690e355546d8f26a93a9c44edd6bffe7772b6628

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2284f3a8bcc672b0d950e667475f9d3793b7d3b8df1d7e90527f5feb805aa252",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-15T13:29:09Z",
    "title_canon_sha256": "f6c41317119eca279d44e8933b638208591e9bcd1644eb5850553efed293362b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.09121",
    "kind": "arxiv",
    "version": 1
  }
}