Pith Number

pith:YUTNEHI7

pith:2024:YUTNEHI7YIRD4EB2T22NSS4RTB

not attested not anchored not stored refs pending

The Effects of Multi-Task Learning on ReLU Neural Network Functions

Joseph Shenouda, Julia Nakhleh, Robert D. Nowak

arxiv:2410.21696 v4 · 2024-10-29 · stat.ML · cs.LG

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\usepackage{pith}
\pithnumber{YUTNEHI7YIRD4EB2T22NSS4RTB}

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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

On The Concurrence of Layer-wise Preconditioning Methods and Provable Feature Learning

Receipt and verification

First computed	2026-07-05T10:20:41.310426Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c526d21d1fc2223e103a9eb4d94b91984670e9f62598ecfa06cb70cc44dae273

Aliases

arxiv: 2410.21696 · arxiv_version: 2410.21696v4 · doi: 10.48550/arxiv.2410.21696 · pith_short_12: YUTNEHI7YIRD · pith_short_16: YUTNEHI7YIRD4EB2 · pith_short_8: YUTNEHI7

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/YUTNEHI7YIRD4EB2T22NSS4RTB \
  | 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: c526d21d1fc2223e103a9eb4d94b91984670e9f62598ecfa06cb70cc44dae273

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f469f4f93382615591db75e2d04182d2f600a0333952a7e212e249e7e7ffb91",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-10-29T03:27:08Z",
    "title_canon_sha256": "b968609bb319c19713e8c7494961245441a00e3061a5b592cdfa5b4df4a7d63d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.21696",
    "kind": "arxiv",
    "version": 4
  }
}