Pith Number

pith:MLZBYQUY

pith:2026:MLZBYQUY57I3ZU6WE4LQMSQ4SP

not attested not anchored not stored refs pending

Do Deep Networks Forget Initialization? A Forgetting-Time View of Practical Inductive Bias

Gareth H. McKinkey, Mohua Das, Pierfrancesco Beneventano, Shibshankar Dey, Tomaso Poggio

arxiv:2605.29152 v1 · 2026-05-27 · cs.LG · math.OC · 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{MLZBYQUY57I3ZU6WE4LQMSQ4SP}

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.

Receipt and verification

First computed	2026-05-29T01:05:21.074417Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62f21c4298efd1bcd3d62717064a1c93c49dd64782ee66937427b6a8a5176eeb

Aliases

arxiv: 2605.29152 · arxiv_version: 2605.29152v1 · doi: 10.48550/arxiv.2605.29152 · pith_short_12: MLZBYQUY57I3 · pith_short_16: MLZBYQUY57I3ZU6W · pith_short_8: MLZBYQUY

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/MLZBYQUY57I3ZU6WE4LQMSQ4SP \
  | 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: 62f21c4298efd1bcd3d62717064a1c93c49dd64782ee66937427b6a8a5176eeb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c3dd380d2c98ea219f70bc47932c0c67bed17e7549208c15d79e19f22d99c2d9",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-27T22:30:39Z",
    "title_canon_sha256": "79fbb6c42691a054e613804066c1b2361235f0e958e7dd59fea3fafbbf66155d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.29152",
    "kind": "arxiv",
    "version": 1
  }
}