Pith Number

pith:TXQZPCMP

pith:2024:TXQZPCMPMNQE2C5DT4GH7WHPHU

not attested not anchored not stored refs pending

Memory-Reduced Meta-Learning with Guaranteed Convergence

Honglin Yang, Ji Ma, Xiao Yu

arxiv:2412.12030 v1 · 2024-12-16 · cs.LG · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TXQZPCMPMNQE2C5DT4GH7WHPHU}

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	2026-07-05T09:49:55.684540Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9de197898f63604d0ba39f0c7fd8ef3d29027eee8f8374caaacfaf61d7380e4b

Aliases

arxiv: 2412.12030 · arxiv_version: 2412.12030v1 · doi: 10.48550/arxiv.2412.12030 · pith_short_12: TXQZPCMPMNQE · pith_short_16: TXQZPCMPMNQE2C5D · pith_short_8: TXQZPCMP

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/TXQZPCMPMNQE2C5DT4GH7WHPHU \
  | 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: 9de197898f63604d0ba39f0c7fd8ef3d29027eee8f8374caaacfaf61d7380e4b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f3ea33237a259ab46e8cf5eebd5350b439692f4264e08be891ea919099b5146b",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-16T17:55:55Z",
    "title_canon_sha256": "3d5e4249e390e83b4ecf514a00ee86ae410f3e53e2bfd3a14ad0bff01ebc1ea5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.12030",
    "kind": "arxiv",
    "version": 1
  }
}