Pith. sign in
Pith Number

pith:HOUME5C7

pith:2023:HOUME5C7P4NOPOEJWFP37XCUHB
not attested not anchored not stored refs pending

Uncertainty-Aware and Reliable Neural MIMO Receivers via Modular Bayesian Deep Learning

Nir Shlezinger, Osvaldo Simeone, Sangwoo Park, Tomer Raviv

arxiv:2302.02436 v4 · 2023-02-05 · cs.IT · eess.SP · math.IT

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{HOUME5C7P4NOPOEJWFP37XCUHB}

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 2026-07-05T09:22:36.383254Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

3ba8c2745f7f1ae7b889b15fbfdc5438497bfc78eb6108bc5ecba48f4b8150e5

Aliases

arxiv: 2302.02436 · arxiv_version: 2302.02436v4 · doi: 10.48550/arxiv.2302.02436 · pith_short_12: HOUME5C7P4NO · pith_short_16: HOUME5C7P4NOPOEJ · pith_short_8: HOUME5C7
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/HOUME5C7P4NOPOEJWFP37XCUHB \
  | 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: 3ba8c2745f7f1ae7b889b15fbfdc5438497bfc78eb6108bc5ecba48f4b8150e5
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "bd69f31a023d82331f3fa737aed13712136808d874bf219a254c3872d2b2ca53",
    "cross_cats_sorted": [
      "eess.SP",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2023-02-05T17:21:35Z",
    "title_canon_sha256": "529653e62dec285ba6da35eb28ffccfa5f24a9d4bab0f25ba9381589e38de3b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.02436",
    "kind": "arxiv",
    "version": 4
  }
}