Pith Number

pith:IFB6V5PG

pith:2022:IFB6V5PG3GCNCNQ7YTY26VYXD6

not attested not anchored not stored refs pending

Degeneracy is OK: Logarithmic Regret for Network Revenue Management with Indiscrete Distributions

Jiashuo Jiang, Jiawei Zhang, Will Ma

arxiv:2210.07996 v5 · 2022-10-14 · cs.LG · math.PR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IFB6V5PG3GCNCNQ7YTY26VYXD6}

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

A Queueing-Theoretic Framework for Stability Analysis of LLM Inference with KV Cache Memory Constraints

Receipt and verification

First computed	2026-07-05T09:55:51.100708Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4143eaf5e6d984d1361fc4f1af57171f9ecb97a97a4e7fb3218a17b7c6a1977a

Aliases

arxiv: 2210.07996 · arxiv_version: 2210.07996v5 · doi: 10.48550/arxiv.2210.07996 · pith_short_12: IFB6V5PG3GCN · pith_short_16: IFB6V5PG3GCNCNQ7 · pith_short_8: IFB6V5PG

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/IFB6V5PG3GCNCNQ7YTY26VYXD6 \
  | 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: 4143eaf5e6d984d1361fc4f1af57171f9ecb97a97a4e7fb3218a17b7c6a1977a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f51c2b981ae2a983d55c318b92f2d7274b05e60f514a7049e2c4e7764befc5fa",
    "cross_cats_sorted": [
      "math.PR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-14T17:52:19Z",
    "title_canon_sha256": "08c6bfc2375fc80a079dec516f2fd3917c3efa67efac32332d2c9b3f1ec593eb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.07996",
    "kind": "arxiv",
    "version": 5
  }
}