Pith Number

pith:OTNSWV7X

pith:2024:OTNSWV7XT5ONYO3FM5TV5FBXDJ

not attested not anchored not stored refs pending

What is the Right Notion of Distance between Predict-then-Optimize Tasks?

David Alvarez-Melis, Kai Wang, Lingkai Kong, Milind Tambe, Paula Rodriguez-Diaz

arxiv:2409.06997 v2 · 2024-09-11 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OTNSWV7XT5ONYO3FM5TV5FBXDJ}

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

2 papers in Pith

Decision-Focused Learning: When and Why Traditional Prediction Models Fail

ASSS: A Differentiable Adversarial Framework for Task-Aware Data Reduction

Receipt and verification

First computed	2026-07-05T11:22:32.188478Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

74db2b57f79f5cdc3b6567675e94371a7870c533e4d0dd8c37868288af39a31a

Aliases

arxiv: 2409.06997 · arxiv_version: 2409.06997v2 · doi: 10.48550/arxiv.2409.06997 · pith_short_12: OTNSWV7XT5ON · pith_short_16: OTNSWV7XT5ONYO3F · pith_short_8: OTNSWV7X

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/OTNSWV7XT5ONYO3FM5TV5FBXDJ \
  | 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: 74db2b57f79f5cdc3b6567675e94371a7870c533e4d0dd8c37868288af39a31a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f8d01603022163125ea521fa03f0c293490cbf00f85e14069e975b4df9f2782f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-11T04:13:17Z",
    "title_canon_sha256": "987f45381b947147f2dfa9ce3a42afc8d75aa7f2c5ee2b4939043a05aa5f623a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.06997",
    "kind": "arxiv",
    "version": 2
  }
}