Pith Number

pith:CPUFOK5W

pith:2024:CPUFOK5WDLEPWM53GVBAU6RVPM

not attested not anchored not stored refs pending

Learning Backdoors for Mixed Integer Linear Programs with Contrastive Learning

Bistra Dilkina, Junyang Cai, Taoan Huang

arxiv:2401.10467 v2 · 2024-01-19 · cs.AI · 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{CPUFOK5WDLEPWM53GVBAU6RVPM}

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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

Fusing Backdoors, Machine Learning, and Optimization for Large-Scale Parametric Mixed-Integer Programs

Receipt and verification

First computed	2026-07-05T08:50:53.553030Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

13e8572bb61ac8fb33bb35420a7a357b10b7b1aeefb612e05ec53f517d10716c

Aliases

arxiv: 2401.10467 · arxiv_version: 2401.10467v2 · doi: 10.48550/arxiv.2401.10467 · pith_short_12: CPUFOK5WDLEP · pith_short_16: CPUFOK5WDLEPWM53 · pith_short_8: CPUFOK5W

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/CPUFOK5WDLEPWM53GVBAU6RVPM \
  | 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: 13e8572bb61ac8fb33bb35420a7a357b10b7b1aeefb612e05ec53f517d10716c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4597869d4c51e745dd559228566459c64d9c912c076d292b063eadc138d3da5c",
    "cross_cats_sorted": [
      "cs.LG",
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-01-19T03:39:43Z",
    "title_canon_sha256": "09ba01346ade095a7b080fe90a7d0b4e08d29895b4a77ba32f23579ca14fe7f1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.10467",
    "kind": "arxiv",
    "version": 2
  }
}