Pith Number

pith:6N2OACRP

pith:2020:6N2OACRPSRGXMGXATMASEOM6DU

not attested not anchored not stored refs pending

Online Stochastic Optimization with Wasserstein Based Non-stationarity

Jiashuo Jiang, Jiawei Zhang, Xiaocheng Li

arxiv:2012.06961 v3 · 2020-12-13 · 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{6N2OACRPSRGXMGXATMASEOM6DU}

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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

Optimal Online and Offline Algorithms for Contextual MNL with Applications to Assortment and Pricing

Receipt and verification

First computed	2026-07-05T04:42:53.539644Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f374e00a2f944d761ae09b0122399e1d1cf583c1e39cb43226fca8f7d27eb616

Aliases

arxiv: 2012.06961 · arxiv_version: 2012.06961v3 · doi: 10.48550/arxiv.2012.06961 · pith_short_12: 6N2OACRPSRGX · pith_short_16: 6N2OACRPSRGXMGXA · pith_short_8: 6N2OACRP

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/6N2OACRPSRGXMGXATMASEOM6DU \
  | 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: f374e00a2f944d761ae09b0122399e1d1cf583c1e39cb43226fca8f7d27eb616

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cc3133f8c11c2cb4b7e20ffd93315877e69dee881b09061e2d50e40bffce7fa5",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-12-13T04:47:37Z",
    "title_canon_sha256": "a01619f36423842c7d2882a6cc89d8a414f43234052f42b88fa8ed09b6e713f5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.06961",
    "kind": "arxiv",
    "version": 3
  }
}