Pith Number

pith:NHXA7RSU

pith:2022:NHXA7RSUUT23J53PZHBUYEMFYN

not attested not anchored not stored refs pending

Stochastic Constrained DRO with a Complexity Independent of Sample Size

Er Wei Bai, Jiameng Lyu, Kung sik Chan, Qi Qi, Tianbao Yang

arxiv:2210.05740 v2 · 2022-10-11 · cs.LG · cs.AI · 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{NHXA7RSUUT23J53PZHBUYEMFYN}

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

Distributionally Robust Multi-Objective Optimization

Receipt and verification

First computed	2026-07-05T06:41:45.461822Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

69ee0fc654a4f5b4f76fc9c34c1185c348c2cb02b0e56d2ebdec5a2fe8ea9024

Aliases

arxiv: 2210.05740 · arxiv_version: 2210.05740v2 · doi: 10.48550/arxiv.2210.05740 · pith_short_12: NHXA7RSUUT23 · pith_short_16: NHXA7RSUUT23J53P · pith_short_8: NHXA7RSU

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/NHXA7RSUUT23J53PZHBUYEMFYN \
  | 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: 69ee0fc654a4f5b4f76fc9c34c1185c348c2cb02b0e56d2ebdec5a2fe8ea9024

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9b0ae75759a475aeb14261d7ef7c42003b079804d2094d02b9587e5d58b822fc",
    "cross_cats_sorted": [
      "cs.AI",
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-11T19:11:19Z",
    "title_canon_sha256": "0b3ac8a6c6d0dc0183a5f3f385c0e1ce87ae4fbc64e6c68dde163e23a54e0b43"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.05740",
    "kind": "arxiv",
    "version": 2
  }
}