Pith Number

pith:WCJQWZTU

pith:2017:WCJQWZTUAI7Z7ERKCB72FPVQAG

not attested not anchored not stored refs pending

MNL-Bandit: A Dynamic Learning Approach to Assortment Selection

Assaf Zeevi, Shipra Agrawal, Vashist Avadhanula, Vineet Goyal

arxiv:1706.03880 v2 · 2017-06-13 · 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{WCJQWZTUAI7Z7ERKCB72FPVQAG}

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

Multi-task Linear Regression without Eigenvalue Lower Bounds: Adaptivity, Robustness and Safety

Receipt and verification

First computed	2026-05-18T00:11:58.231098Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b0930b6674023f9f922a107fa2beb001b8530049eb6b7a09560b9ec32c5b7288

Aliases

arxiv: 1706.03880 · arxiv_version: 1706.03880v2 · doi: 10.48550/arxiv.1706.03880 · pith_short_12: WCJQWZTUAI7Z · pith_short_16: WCJQWZTUAI7Z7ERK · pith_short_8: WCJQWZTU

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/WCJQWZTUAI7Z7ERKCB72FPVQAG \
  | 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: b0930b6674023f9f922a107fa2beb001b8530049eb6b7a09560b9ec32c5b7288

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "90c85281b3b6b03aca3b0750f371931af47e3201cfa24275541189cef542480e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-06-13T00:54:47Z",
    "title_canon_sha256": "56cc7be063968ef561e0aa7511b3945795dab91e8dfad141975c8d298d3ef209"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1706.03880",
    "kind": "arxiv",
    "version": 2
  }
}