Pith. sign in
Pith Number

pith:VVAGGTRO

pith:2022:VVAGGTROOTZIHISZPPJH4WCDIM
not attested not anchored not stored refs pending

User Clustering for Rate Splitting using Machine Learning

Anay Ajit Deshpande, Andrea Zanella, Cristian J. Vaca-Rubio, David Gregoratti, Elisabeth de Carvalho, Petar Popovski, Roberto Pereira, Xavier Mestre

arxiv:2205.11373 v1 · 2022-05-23 · eess.SP · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{VVAGGTROOTZIHISZPPJH4WCDIM}

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 2026-07-05T04:25:36.652470Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ad40634e2e74f283a2597bd27e58434302e94d7e8c47f57195cfae147ba8d65c

Aliases

arxiv: 2205.11373 · arxiv_version: 2205.11373v1 · doi: 10.48550/arxiv.2205.11373 · pith_short_12: VVAGGTROOTZI · pith_short_16: VVAGGTROOTZIHISZ · pith_short_8: VVAGGTRO
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/VVAGGTROOTZIHISZPPJH4WCDIM \
  | 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: ad40634e2e74f283a2597bd27e58434302e94d7e8c47f57195cfae147ba8d65c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "6d22f3ff48a07bda6e8b1e73c50172273a582538dc87ce3985fc1a58f5cf73d4",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2022-05-23T15:05:16Z",
    "title_canon_sha256": "92b5d8b4fe70a8e46c108257f826c167a6c04ef605a33043e378863504783175"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.11373",
    "kind": "arxiv",
    "version": 1
  }
}