Pith Number

pith:HLF6WB6E

pith:2023:HLF6WB6E2UNUDLQ4GPRFG2K7EZ

not attested not anchored not stored refs pending

Towards Modular Machine Learning Solution Development: Benefits and Trade-offs

Lakshmish Ramaswamy, Samiyuru Menik

arxiv:2301.09753 v1 · 2023-01-23 · cs.LG · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HLF6WB6E2UNUDLQ4GPRFG2K7EZ}

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

2 papers in Pith

SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation

Representation-Guided Parameter-Efficient LLM Unlearning

Receipt and verification

First computed	2026-07-05T05:35:05.437284Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3acbeb07c4d51b41ae1c33e253695f2655b38fb0a51a8f94f9d90e41864676c3

Aliases

arxiv: 2301.09753 · arxiv_version: 2301.09753v1 · doi: 10.48550/arxiv.2301.09753 · pith_short_12: HLF6WB6E2UNU · pith_short_16: HLF6WB6E2UNUDLQ4 · pith_short_8: HLF6WB6E

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/HLF6WB6E2UNUDLQ4GPRFG2K7EZ \
  | 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: 3acbeb07c4d51b41ae1c33e253695f2655b38fb0a51a8f94f9d90e41864676c3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "30b9023a25135dd13d0922a61e654538a2a668224b441b23cdd3945d1ef01847",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-23T22:54:34Z",
    "title_canon_sha256": "e987642bf35083490cf0811bf7500a029ba863a429ba859c1e5b544c80f298c9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.09753",
    "kind": "arxiv",
    "version": 1
  }
}