Pith Number

pith:UITOSI33

pith:2024:UITOSI33AKGSEMVTGKVFOUMP5Q

not attested not anchored not stored refs pending

Gradient-based Discrete Sampling with Automatic Cyclical Scheduling

Arun Hariharan, Patrick Pynadath, Riddhiman Bhattacharya, Ruqi Zhang

arxiv:2402.17699 v2 · 2024-02-27 · cs.LG · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UITOSI33AKGSEMVTGKVFOUMP5Q}

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	2026-07-05T09:25:41.007866Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a226e9237b028d2232b332aa57518fec30315c75922e9cb12e2ac0aacc801f6b

Aliases

arxiv: 2402.17699 · arxiv_version: 2402.17699v2 · doi: 10.48550/arxiv.2402.17699 · pith_short_12: UITOSI33AKGS · pith_short_16: UITOSI33AKGSEMVT · pith_short_8: UITOSI33

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/UITOSI33AKGSEMVTGKVFOUMP5Q \
  | 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: a226e9237b028d2232b332aa57518fec30315c75922e9cb12e2ac0aacc801f6b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9b4a3452d28a7b51619dd6b5a6b514aa0012c0a9ca61d64ca9e6b18e9b3696c4",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-27T17:23:40Z",
    "title_canon_sha256": "e2ee6d6f70621bff795a86a585dffbb94545fd0a7db667f4afb0d4f342f5f80c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.17699",
    "kind": "arxiv",
    "version": 2
  }
}