Pith Number

pith:HV2SSHFC

pith:2024:HV2SSHFCVV4YYLIRBXZJXBCFVN

not attested not anchored not stored refs pending

Preserving Deep Representations In One-Shot Pruning: A Hessian-Free Second-Order Optimization Framework

Rahul Mazumder, Ryan Lucas

arxiv:2411.18376 v1 · 2024-11-27 · 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{HV2SSHFCVV4YYLIRBXZJXBCFVN}

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

4 papers in Pith

STARFISH: faST Accuracy Recovery in pruned networks From Internal State Healing

RQP: Resource-Oriented Quantiser Pruning for Neural Networks on FPGAs

Pruning Deep Neural Networks via the Marchenko--Pastur Distribution

CORP: Closed-Form One-shot Representation-Preserving Structured Pruning for Transformers

Receipt and verification

First computed	2026-07-05T09:41:15.743634Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3d75291ca2ad798c2d110df29b8445ab5566c71becc9b2471554f52c761c7134

Aliases

arxiv: 2411.18376 · arxiv_version: 2411.18376v1 · doi: 10.48550/arxiv.2411.18376 · pith_short_12: HV2SSHFCVV4Y · pith_short_16: HV2SSHFCVV4YYLIR · pith_short_8: HV2SSHFC

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/HV2SSHFCVV4YYLIRBXZJXBCFVN \
  | 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: 3d75291ca2ad798c2d110df29b8445ab5566c71becc9b2471554f52c761c7134

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f084d8237fa93f65c48c3ddc533243e840b0c3dc2cae83632445f09f8d7fe22a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-27T14:25:00Z",
    "title_canon_sha256": "57423340079e30deee72f47f0a8a7e0c42cf0e8ca44bc471054a1c9b0f2f46a9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.18376",
    "kind": "arxiv",
    "version": 1
  }
}