Pith Number

pith:EAHOR7CO

pith:2023:EAHOR7COMNTWVVMF4MCADL7N7C

not attested not anchored not stored refs pending

Score Function Gradient Estimation to Widen the Applicability of Decision-Focused Learning

Ali \.Irfan Mahmuto\u{g}ullar{\i}, Brandon Amos, Jayanta Mandi, Mattia Silvestri, Michele Lombardi, Senne Berden, Tias Guns

arxiv:2307.05213 v3 · 2023-07-11 · 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{EAHOR7COMNTWVVMF4MCADL7N7C}

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.

Receipt and verification

First computed	2026-06-02T02:04:03.651185Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

200ee8fc4e63676ad585e30401afedf8b8e4e456cbd1528925f3b903b337ecbe

Aliases

arxiv: 2307.05213 · arxiv_version: 2307.05213v3 · doi: 10.48550/arxiv.2307.05213 · pith_short_12: EAHOR7COMNTW · pith_short_16: EAHOR7COMNTWVVMF · pith_short_8: EAHOR7CO

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/EAHOR7COMNTWVVMF4MCADL7N7C \
  | 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: 200ee8fc4e63676ad585e30401afedf8b8e4e456cbd1528925f3b903b337ecbe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6850fa69b0d11dc957abee53496c20f1d5e3760e1bc82ef092442049d0b53aaa",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-11T12:32:13Z",
    "title_canon_sha256": "a37aad163268348567ec3195c3013c1d830b64ad6592d01449f502460aa279d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.05213",
    "kind": "arxiv",
    "version": 3
  }
}