Pith Number

pith:TQMBP7SC

pith:2024:TQMBP7SCNG43QNWF2NUVA2DPA7

not attested not anchored not stored refs pending

Quantitative Convergences of Lie Group Momentum Optimizers

Lingkai Kong, Molei Tao

arxiv:2405.20390 v1 · 2024-05-30 · cs.LG · cs.NA · math.NA · math.OC · 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{TQMBP7SCNG43QNWF2NUVA2DPA7}

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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

Quantum Optimization via Gradient-Based Hamiltonian Descent

Receipt and verification

First computed	2026-07-05T08:25:36.856203Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9c1817fe4269b9b836c5d36950686f07cdccf9583b5088f7bafa9f3d007db28d

Aliases

arxiv: 2405.20390 · arxiv_version: 2405.20390v1 · doi: 10.48550/arxiv.2405.20390 · pith_short_12: TQMBP7SCNG43 · pith_short_16: TQMBP7SCNG43QNWF · pith_short_8: TQMBP7SC

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/TQMBP7SCNG43QNWF2NUVA2DPA7 \
  | 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: 9c1817fe4269b9b836c5d36950686f07cdccf9583b5088f7bafa9f3d007db28d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d65f20332a0323328f9558ba6308e0277855032502b29346fb8244c03168e1b0",
    "cross_cats_sorted": [
      "cs.NA",
      "math.NA",
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-30T18:01:14Z",
    "title_canon_sha256": "95e0343ddabae0c13916bfafe257998358d46c8776e117cf5a8cfa2094b083a5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.20390",
    "kind": "arxiv",
    "version": 1
  }
}