Pith Number

pith:3DA3YARP

pith:2023:3DA3YARPA2QVODNU2WRUQM2TMR

not attested not anchored not stored refs pending

On Learning for Ambiguous Chance Constrained Problems

A Ch Madhusudanarao, Rahul Singh

arxiv:2401.00547 v2 · 2023-12-31 · 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{3DA3YARPA2QVODNU2WRUQM2TMR}

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	2026-07-05T07:43:59.368800Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d8c1bc022f06a1570db4d5a34833536448a30871f40a7a0e996c22363200da8e

Aliases

arxiv: 2401.00547 · arxiv_version: 2401.00547v2 · doi: 10.48550/arxiv.2401.00547 · pith_short_12: 3DA3YARPA2QV · pith_short_16: 3DA3YARPA2QVODNU · pith_short_8: 3DA3YARP

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/3DA3YARPA2QVODNU2WRUQM2TMR \
  | 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: d8c1bc022f06a1570db4d5a34833536448a30871f40a7a0e996c22363200da8e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "23b9cdc69bc3627f9a62cd6cf8f0976834a0adcfed0d22fab01b10f44c7f88c0",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-31T17:25:43Z",
    "title_canon_sha256": "09c47b1d297795b92b25cf1a25e96b83071b81973c48860dd4b1f3e66a276d8b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.00547",
    "kind": "arxiv",
    "version": 2
  }
}