Pith Number

pith:R5QO4YH2

pith:2024:R5QO4YH2AL474SDPDXIPWIZDQ2

not attested not anchored not stored refs pending

Deep Unlearn: Benchmarking Machine Unlearning for Image Classification

Anastasia Borovykh, Hamed Haddadi, Mohammad Malekzadeh, Sara Ahmadi-Abhari, Xavier F. Cadet

arxiv:2410.01276 v2 · 2024-10-02 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{R5QO4YH2AL474SDPDXIPWIZDQ2}

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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

POUR: A Provably Optimal Method for Unlearning Representations via Neural Collapse

Receipt and verification

First computed	2026-07-05T11:29:02.236258Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8f60ee60fa02f9fe486f1dd0fb232386aabb63ff0607e8ccbc91c7b031d34cf9

Aliases

arxiv: 2410.01276 · arxiv_version: 2410.01276v2 · doi: 10.48550/arxiv.2410.01276 · pith_short_12: R5QO4YH2AL47 · pith_short_16: R5QO4YH2AL474SDP · pith_short_8: R5QO4YH2

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/R5QO4YH2AL474SDPDXIPWIZDQ2 \
  | 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: 8f60ee60fa02f9fe486f1dd0fb232386aabb63ff0607e8ccbc91c7b031d34cf9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d3b80e84bad408517a95c74b427ab26b322ce8e7044838dc88729dd5b8458c9e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-02T06:41:58Z",
    "title_canon_sha256": "8f6de148cae414686d555d7c46b65f55b6ea1481b0ef0dd106cb2cbefb9e23ec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.01276",
    "kind": "arxiv",
    "version": 2
  }
}