Pith Number

pith:3N6VQL43

pith:2022:3N6VQL43NNH7RDU5Y3MTQ5M57O

not attested not anchored not stored refs pending

An Introduction to Machine Unlearning

Andrew Nowlan, Conor Hamill, Devesh Batra, Raad Khraishi, Ramin Okhrati, Salvatore Mercuri, Taha Ghasempour

arxiv:2209.00939 v1 · 2022-09-02 · 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{3N6VQL43NNH7RDU5Y3MTQ5M57O}

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

3 papers in Pith

Machine Unlearning: A Comprehensive Survey

Towards Certified Unlearning for Deep Neural Networks

Towards Reliable Forgetting: A Survey on Machine Unlearning Verification

Receipt and verification

First computed	2026-07-05T04:54:06.780266Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

db7d582f9b6b4ff88e9dc6d938759dfb857118ad441b40bec35b8d3f5762a625

Aliases

arxiv: 2209.00939 · arxiv_version: 2209.00939v1 · doi: 10.48550/arxiv.2209.00939 · pith_short_12: 3N6VQL43NNH7 · pith_short_16: 3N6VQL43NNH7RDU5 · pith_short_8: 3N6VQL43

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/3N6VQL43NNH7RDU5Y3MTQ5M57O \
  | 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: db7d582f9b6b4ff88e9dc6d938759dfb857118ad441b40bec35b8d3f5762a625

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bf106595289c569b9f1ef1ac83685e922ba9b2975ab67a8f1f9a1c4999c340b2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-09-02T10:24:50Z",
    "title_canon_sha256": "8850cb2ddeb2cce5555111037795d9b099a69e4fa87bdb9cdf7b07ac8c9702d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.00939",
    "kind": "arxiv",
    "version": 1
  }
}