Pith Number

pith:Z5PADJ3B

pith:2023:Z5PADJ3BOEJKPROIP4KANYB774

not attested not anchored not stored refs pending

Optimal Algorithms for Stochastic Bilevel Optimization under Relaxed Smoothness Conditions

Krishnakumar Balasubramanian, Tesi Xiao, Xuxing Chen

arxiv:2306.12067 v1 · 2023-06-21 · math.OC · 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{Z5PADJ3BOEJKPROIP4KANYB774}

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

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness

Receipt and verification

First computed	2026-07-05T06:23:10.179519Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cf5e01a7617112a7c5c87f1406e03fff32e323c11161ae075913e1d99a24767a

Aliases

arxiv: 2306.12067 · arxiv_version: 2306.12067v1 · doi: 10.48550/arxiv.2306.12067 · pith_short_12: Z5PADJ3BOEJK · pith_short_16: Z5PADJ3BOEJKPROI · pith_short_8: Z5PADJ3B

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/Z5PADJ3BOEJKPROIP4KANYB774 \
  | 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: cf5e01a7617112a7c5c87f1406e03fff32e323c11161ae075913e1d99a24767a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4c842752ea6dfd6812b72af2e8ae1c59a4650fd2e0517092ce88af8cf34edd77",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2023-06-21T07:32:29Z",
    "title_canon_sha256": "f99abcd9082ec5761319958802a2cb873a7cc99194de3f320ad3fc377ec39aea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.12067",
    "kind": "arxiv",
    "version": 1
  }
}