Pith. sign in
Pith Number

pith:4A2DHX5M

pith:2023:4A2DHX5MSJSMZWSIK7TZX7GYOT
not attested not anchored not stored refs pending

Understanding Probe Behaviors through Variational Bounds of Mutual Information

Jee-weon Jung, Kwanghee Choi, Shinji Watanabe

arxiv:2312.10019 v1 · 2023-12-15 · cs.IT · cs.LG · eess.AS · math.IT

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{4A2DHX5MSJSMZWSIK7TZX7GYOT}

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 2026-07-05T07:24:43.849091Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e03433dfac9264ccda4857e79bfcd874dfb888161198fc4b4d8d9491ef9813c5

Aliases

arxiv: 2312.10019 · arxiv_version: 2312.10019v1 · doi: 10.48550/arxiv.2312.10019 · pith_short_12: 4A2DHX5MSJSM · pith_short_16: 4A2DHX5MSJSMZWSI · pith_short_8: 4A2DHX5M
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4A2DHX5MSJSMZWSIK7TZX7GYOT \
  | 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: e03433dfac9264ccda4857e79bfcd874dfb888161198fc4b4d8d9491ef9813c5
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ce9f8a5243acc093d12d87ac72b78d234ba8f65bd931a21739f91cf0b333e142",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.AS",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2023-12-15T18:38:18Z",
    "title_canon_sha256": "070c636a3952aed73681a60d99dc66afa77ef1a672172b9e4c23842d8f42fa86"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.10019",
    "kind": "arxiv",
    "version": 1
  }
}