Pith Number

pith:3COD6MQZ

pith:2025:3COD6MQZ4TTTN67VSAM2BSDJYW

not attested not anchored not stored refs pending

Generalization Guarantees for Learning Branch-and-Cut Policies in Integer Programming

Amitabh Basu, Hongyu Cheng

arxiv:2505.11636 v1 · 2025-05-16 · cs.LG · 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{3COD6MQZ4TTTN67VSAM2BSDJYW}

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

Sample Complexity of Stochastic Optimization with Integer Variables

Receipt and verification

First computed	2026-07-05T11:04:24.648276Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d89c3f3219e4e736fbf59019a0c869c5b49335d5e95dea277222edf7c828a70c

Aliases

arxiv: 2505.11636 · arxiv_version: 2505.11636v1 · doi: 10.48550/arxiv.2505.11636 · pith_short_12: 3COD6MQZ4TTT · pith_short_16: 3COD6MQZ4TTTN67V · pith_short_8: 3COD6MQZ

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/3COD6MQZ4TTTN67VSAM2BSDJYW \
  | 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: d89c3f3219e4e736fbf59019a0c869c5b49335d5e95dea277222edf7c828a70c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dc79ca00aae9954becf0aedd3f0e44fbe7650bde2ca1a0fca8125f4e26d9b8ff",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-16T19:00:02Z",
    "title_canon_sha256": "4ffd8e92aa7def8806af2e76333797772cf32c988d821eb03f112d9f3b4b6381"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.11636",
    "kind": "arxiv",
    "version": 1
  }
}