Pith Number

pith:UPV5ES7L

pith:2023:UPV5ES7LRTHI7RHZE3KW7ZJYOQ

not attested not anchored not stored refs pending

Randomized Greedy Learning for Non-monotone Stochastic Submodular Maximization Under Full-bandit Feedback

Christopher John Quinn, Fares Fourati, Mohamed-Slim Alouini, Vaneet Aggarwal

arxiv:2302.01324 v1 · 2023-02-02 · 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{UPV5ES7LRTHI7RHZE3KW7ZJYOQ}

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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

Stochastic Sequential Search in Very-High-Dimensional Feature Selection

Receipt and verification

First computed	2026-07-05T05:38:24.995029Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a3ebd24beb8cce8fc4f926d56fe538740db4719d32f3db6998ff6bd0a9cb972e

Aliases

arxiv: 2302.01324 · arxiv_version: 2302.01324v1 · doi: 10.48550/arxiv.2302.01324 · pith_short_12: UPV5ES7LRTHI · pith_short_16: UPV5ES7LRTHI7RHZ · pith_short_8: UPV5ES7L

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/UPV5ES7LRTHI7RHZE3KW7ZJYOQ \
  | 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: a3ebd24beb8cce8fc4f926d56fe538740db4719d32f3db6998ff6bd0a9cb972e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1d2eb583ee7e277cbf5ed9342e7764e715ee7ee7a5cae569f55a8ba35192fb54",
    "cross_cats_sorted": [
      "cs.AI",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-02T18:52:14Z",
    "title_canon_sha256": "b798a4d5597b348de090e80f610a41ad8dd2c1a3fc303cadb18b64e463ce99d8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.01324",
    "kind": "arxiv",
    "version": 1
  }
}