pith. sign in
Pith Number

pith:RKRKPBGB

pith:2017:RKRKPBGBZRSDQKVIHMJSY3ZTOE
not attested not anchored not stored refs pending

Beyond Log-concavity: Provable Guarantees for Sampling Multi-modal Distributions using Simulated Tempering Langevin Monte Carlo

Andrej Risteski, Holden Lee, Rong Ge

arxiv:1710.02736 v2 · 2017-10-07 · cs.LG · cs.DS · math.PR · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{RKRKPBGBZRSDQKVIHMJSY3ZTOE}

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.

Cited by

1 paper in Pith

Receipt and verification
First computed 2026-05-17T23:59:33.134724Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

8aa2a784c1cc64382aa83b132c6f33711f309a1976a210a9a73620863b94de97

Aliases

arxiv: 1710.02736 · arxiv_version: 1710.02736v2 · doi: 10.48550/arxiv.1710.02736 · pith_short_12: RKRKPBGBZRSD · pith_short_16: RKRKPBGBZRSDQKVI · pith_short_8: RKRKPBGB
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/RKRKPBGBZRSDQKVIHMJSY3ZTOE \
  | 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: 8aa2a784c1cc64382aa83b132c6f33711f309a1976a210a9a73620863b94de97
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a86c455634c71ecdefe4356585977d81f5118d493fd3ec0632e43d75f05220b6",
    "cross_cats_sorted": [
      "cs.DS",
      "math.PR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-10-07T19:55:51Z",
    "title_canon_sha256": "b58916b38d29fa426fe5c8b61f5739e79c80a01890b69be197adb9ea4496cd64"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1710.02736",
    "kind": "arxiv",
    "version": 2
  }
}