Pith Number

pith:DEL6DLJY

pith:2024:DEL6DLJY5KCUDLQBAOWNBHHKEG

not attested not anchored not stored refs pending

Distributionally Robust Regret Minimization

Eilyan Bitar

arxiv:2412.15406 v1 · 2024-12-19 · 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{DEL6DLJY5KCUDLQBAOWNBHHKEG}

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

Wasserstein Distributionally Robust Regret Optimization for Reinforcement Learning from Human Feedback

Receipt and verification

First computed	2026-07-05T09:52:22.805961Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1917e1ad38ea8541ae0103acd09cea219517b5b9bbf4799f1fdc07f2ce26aec8

Aliases

arxiv: 2412.15406 · arxiv_version: 2412.15406v1 · doi: 10.48550/arxiv.2412.15406 · pith_short_12: DEL6DLJY5KCU · pith_short_16: DEL6DLJY5KCUDLQB · pith_short_8: DEL6DLJY

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/DEL6DLJY5KCUDLQBAOWNBHHKEG \
  | 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: 1917e1ad38ea8541ae0103acd09cea219517b5b9bbf4799f1fdc07f2ce26aec8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "da285cfb6cb948490949c874dd32b04776a6c9e488c8f9d466d0e5606613c7d5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2024-12-19T21:18:49Z",
    "title_canon_sha256": "f71cbcc562daf7290771c712b95f7afabe1f6795314d11c86a2c0e6e3d6e7488"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.15406",
    "kind": "arxiv",
    "version": 1
  }
}