Pith Number

pith:GICDYYU4

pith:2022:GICDYYU4O4IFQ6DYRT6M26CS5Q

not attested not anchored not stored refs pending

Regret Analysis for Hierarchical Experts Bandit Problem

Jun Zhu (1) ((1) Tsinghua University), Qihan Guo (1), Siwei Wang (1)

arxiv:2208.05622 v1 · 2022-08-11 · 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{GICDYYU4O4IFQ6DYRT6M26CS5Q}

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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

Hierarchical Placement Learning for Network Slice Provisioning

Receipt and verification

First computed	2026-07-05T04:47:44.585983Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

32043c629c77105878788cfccd7852ec1c8a29746ba5bab506f4182887608dfd

Aliases

arxiv: 2208.05622 · arxiv_version: 2208.05622v1 · doi: 10.48550/arxiv.2208.05622 · pith_short_12: GICDYYU4O4IF · pith_short_16: GICDYYU4O4IFQ6DY · pith_short_8: GICDYYU4

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/GICDYYU4O4IFQ6DYRT6M26CS5Q \
  | 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: 32043c629c77105878788cfccd7852ec1c8a29746ba5bab506f4182887608dfd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "02ccf35031dbff044eb14856011af321108e91d44367c1dfa53ccf2d4c09ffaa",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-08-11T03:44:55Z",
    "title_canon_sha256": "11e10ad66b6264c45f392d4d4d6950c05f5a7f8861a1001ac5bb1a5f22c7ffa3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.05622",
    "kind": "arxiv",
    "version": 1
  }
}