Pith. sign in
Pith Number

pith:T7D2KH5C

pith:2023:T7D2KH5CL2ZKFMONIQMKBDXPKF
not attested not anchored not stored refs pending

TD Convergence: An Optimization Perspective

Kavosh Asadi, Omer Gottesman, Rasool Fakoor, Shoham Sabach, Yao Liu

arxiv:2306.17750 v2 · 2023-06-30 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{T7D2KH5CL2ZKFMONIQMKBDXPKF}

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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.
Receipt and verification
First computed 2026-07-05T07:10:48.916939Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

9fc7a51fa25eb2a2b1cd4418a08eef51629b04e29bb6b3d9bc16d715a7806857

Aliases

arxiv: 2306.17750 · arxiv_version: 2306.17750v2 · doi: 10.48550/arxiv.2306.17750 · pith_short_12: T7D2KH5CL2ZK · pith_short_16: T7D2KH5CL2ZKFMON · pith_short_8: T7D2KH5C
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/T7D2KH5CL2ZKFMONIQMKBDXPKF \
  | 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: 9fc7a51fa25eb2a2b1cd4418a08eef51629b04e29bb6b3d9bc16d715a7806857
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2b35112e127781f9fbe9a059bf250e3df219cabcd6d70aca5ebbbf69e371c131",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-30T16:01:04Z",
    "title_canon_sha256": "fbc74db38eb7f2aa026537c4efa6f23a8b3721f611f586ca5ebc1399b56198ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.17750",
    "kind": "arxiv",
    "version": 2
  }
}