Pith Number

pith:BFUNL3GA

pith:2020:BFUNL3GARKLBC4IW3AH5G2YVSX

not attested not anchored not stored refs pending

An Empirical Study of Incremental Learning in Neural Network with Noisy Training Set

Atrayee Chatterjee, Debasmita Bhoumik, Ritajit Majumdar, Shovik Ganguly

arxiv:2005.03266 v1 · 2020-05-07 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BFUNL3GARKLBC4IW3AH5G2YVSX}

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.

Receipt and verification

First computed	2026-07-05T01:01:06.761824Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0968d5ecc08a96117116d80fd36b1595f4224e3599c358883f20a875343f8218

Aliases

arxiv: 2005.03266 · arxiv_version: 2005.03266v1 · doi: 10.48550/arxiv.2005.03266 · pith_short_12: BFUNL3GARKLB · pith_short_16: BFUNL3GARKLBC4IW · pith_short_8: BFUNL3GA

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/BFUNL3GARKLBC4IW3AH5G2YVSX \
  | 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: 0968d5ecc08a96117116d80fd36b1595f4224e3599c358883f20a875343f8218

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "db5c7d2a364fd4cb062ad4632def7abb3a61e4749829386ac557f3c5141ba761",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-05-07T06:09:31Z",
    "title_canon_sha256": "6d00021804669094de2d5197fa1e60531ad1333d39ecd97a1d1115754aedc0a7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.03266",
    "kind": "arxiv",
    "version": 1
  }
}