Pith. sign in
Pith Number

pith:OEXBZXSP

pith:2022:OEXBZXSPMH5RLIJ5GERP6GWW2P
not attested not anchored not stored refs pending

Maximum Likelihood Distillation for Robust Modulation Classification

G\'er\^ome Bovet, Javier Maroto, Pascal Frossard

arxiv:2211.00748 v1 · 2022-11-01 · cs.LG · eess.SP

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{OEXBZXSPMH5RLIJ5GERP6GWW2P}

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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 2026-07-05T05:12:34.350180Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

712e1cde4f61fb15a13d3122ff1ad6d3ce6bf0eb394fa2e9fa326b30536b79c3

Aliases

arxiv: 2211.00748 · arxiv_version: 2211.00748v1 · doi: 10.48550/arxiv.2211.00748 · pith_short_12: OEXBZXSPMH5R · pith_short_16: OEXBZXSPMH5RLIJ5 · pith_short_8: OEXBZXSP
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/OEXBZXSPMH5RLIJ5GERP6GWW2P \
  | 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: 712e1cde4f61fb15a13d3122ff1ad6d3ce6bf0eb394fa2e9fa326b30536b79c3
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "909ac6775b18db6c5e18deb3d76611213fc022056882f21eac2765b6b3f5b2b1",
    "cross_cats_sorted": [
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-01T21:06:11Z",
    "title_canon_sha256": "1eee67b052fe48041b4fd647b87503c0f95da806696f86fb1c3e44f077aaffa2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.00748",
    "kind": "arxiv",
    "version": 1
  }
}