Pith Number

pith:7OQZSJAT

pith:2025:7OQZSJATZGR52E7UVR45NIR6FT

not attested not anchored not stored refs pending

Stochastic Online Feedback Optimization for Networks of Non-Compliant Agents

Andrey Bernstein, Caio Kalil Lauand

arxiv:2508.21414 v1 · 2025-08-29 · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7OQZSJATZGR52E7UVR45NIR6FT}

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

Projected Stochastic Gradient Descent with Decision Dependent Distributions: Extended Version

Receipt and verification

First computed	2026-07-05T12:01:34.504415Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fba1992413c9a3dd13f4ac79d6a23e2ccbb6d7b3ecbd3215cdef7157052c8a4c

Aliases

arxiv: 2508.21414 · arxiv_version: 2508.21414v1 · doi: 10.48550/arxiv.2508.21414 · pith_short_12: 7OQZSJATZGR5 · pith_short_16: 7OQZSJATZGR52E7U · pith_short_8: 7OQZSJAT

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/7OQZSJATZGR52E7UVR45NIR6FT \
  | 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: fba1992413c9a3dd13f4ac79d6a23e2ccbb6d7b3ecbd3215cdef7157052c8a4c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "795b5d56800ff46c3a6555194208ff28b6fe6a93e34d84fd0ad42d5aab8c5e11",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2025-08-29T08:33:52Z",
    "title_canon_sha256": "067bb9c3d4d1b7b0904f4bac19822b08e05b89f0a044631990f27e41339b434c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.21414",
    "kind": "arxiv",
    "version": 1
  }
}