Pith Number

pith:3HT3J3HA

pith:2025:3HT3J3HACOCYNLL4DMKNAVTIUP

not attested not anchored not stored refs pending

Stochastic Regret Guarantees for Online Zeroth- and First-Order Bilevel Optimization

Bojian Hou, Davoud Ataee Tarzanagh, George Michailidis, Li Shen, Parvin Nazari

arxiv:2511.01126 v2 · 2025-11-03 · cs.LG · cs.NA · math.NA · math.OC · math.ST · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3HT3J3HACOCYNLL4DMKNAVTIUP}

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

IGT-OMD: Implicit Gradient Transport for Decision-Focused Learning under Delayed Feedback

Receipt and verification

First computed	2026-05-20T00:04:16.614164Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d9e7b4ece0138586ad7c1b14d05668a3cac068eec6870f7ce7106bb4a4a010a9

Aliases

arxiv: 2511.01126 · arxiv_version: 2511.01126v2 · doi: 10.48550/arxiv.2511.01126 · pith_short_12: 3HT3J3HACOCY · pith_short_16: 3HT3J3HACOCYNLL4 · pith_short_8: 3HT3J3HA

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/3HT3J3HACOCYNLL4DMKNAVTIUP \
  | 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: d9e7b4ece0138586ad7c1b14d05668a3cac068eec6870f7ce7106bb4a4a010a9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "414c5c6ac553e947d66170021434eb03aa65c219087729736b3bf489802b447a",
    "cross_cats_sorted": [
      "cs.NA",
      "math.NA",
      "math.OC",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-11-03T00:29:36Z",
    "title_canon_sha256": "a54ed121071e0b163e65bf959c3a9945b130da1c37c97686f50b840d8ecd0745"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2511.01126",
    "kind": "arxiv",
    "version": 2
  }
}