Pith Number

pith:WBRAWRUY

pith:2023:WBRAWRUYP5YANI4E4G3QDFSI2M

not attested not anchored not stored refs pending

Continual Learning in Linear Classification on Separable Data

Badea Marjieh, Daniel Soudry, Edward Moroshko, Gon Buzaglo, Itay Evron, Maroun Khriesh, Nathan Srebro

arxiv:2306.03534 v1 · 2023-06-06 · cs.LG · cs.NA · math.NA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WBRAWRUYP5YANI4E4G3QDFSI2M}

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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

Fine-Tuning Regimes Define Distinct Continual Learning Problems

Receipt and verification

First computed	2026-07-05T06:17:59.239892Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b0620b46987f7006a384e1b7019648d33e1b47d1e354877cee6461f439ee2012

Aliases

arxiv: 2306.03534 · arxiv_version: 2306.03534v1 · doi: 10.48550/arxiv.2306.03534 · pith_short_12: WBRAWRUYP5YA · pith_short_16: WBRAWRUYP5YANI4E · pith_short_8: WBRAWRUY

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/WBRAWRUYP5YANI4E4G3QDFSI2M \
  | 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: b0620b46987f7006a384e1b7019648d33e1b47d1e354877cee6461f439ee2012

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8138807aecbddbd168bf7911ae5712ec715aa7d90eb1b03f12096de83203635e",
    "cross_cats_sorted": [
      "cs.NA",
      "math.NA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-06T09:34:11Z",
    "title_canon_sha256": "5ab7ae120771172dc8b6e03841e161d57b3898dca093bbb936356a1fb9a16c22"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.03534",
    "kind": "arxiv",
    "version": 1
  }
}