Pith Number

pith:6OY3VXMV

pith:2018:6OY3VXMVL7EPSTUWU2EXMHYU4S

not attested not anchored not stored refs pending

A Smoothed Analysis of the Greedy Algorithm for the Linear Contextual Bandit Problem

Aaron Roth, Bo Waggoner, Jamie Morgenstern, Sampath Kannan, Zhiwei Steven Wu

arxiv:1801.03423 v1 · 2018-01-10 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6OY3VXMVL7EPSTUWU2EXMHYU4S}

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

Budgeted Online Influence Maximization

Receipt and verification

First computed	2026-05-18T00:26:17.113844Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f3b1badd955fc8f94e96a689761f14e4b17479865962e4e5df386d1dfd7fd2d9

Aliases

arxiv: 1801.03423 · arxiv_version: 1801.03423v1 · doi: 10.48550/arxiv.1801.03423 · pith_short_12: 6OY3VXMVL7EP · pith_short_16: 6OY3VXMVL7EPSTUW · pith_short_8: 6OY3VXMV

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/6OY3VXMVL7EPSTUWU2EXMHYU4S \
  | 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: f3b1badd955fc8f94e96a689761f14e4b17479865962e4e5df386d1dfd7fd2d9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2be890346a3a58f8f7bf4edfb0233f85574c46c3fd46c4c9a945b9906d10e42f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-01-10T15:40:05Z",
    "title_canon_sha256": "9cad9c735db2405046c265fc4fa6774b20ec883c2771182883920b95f357c630"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1801.03423",
    "kind": "arxiv",
    "version": 1
  }
}