Pith Number

pith:UJS7CDBI

pith:2023:UJS7CDBIUR23UA6XHW22WZE4RA

not attested not anchored not stored refs pending

Adaptive Sampling for Deep Learning via Efficient Nonparametric Proxies

Anshumali Shrivastava, Benito Geordie, Benjamin Coleman, Shabnam Daghaghi

arxiv:2311.13583 v1 · 2023-11-22 · 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{UJS7CDBIUR23UA6XHW22WZE4RA}

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

Entropy as a Structural Prior: How a Log-Barrier on DiT Belief Space Drives Musical Diversity and Development

Receipt and verification

First computed	2026-07-05T07:15:40.445445Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a265f10c28a475ba03d73db5ab649c8833465e0637ccdea0306b6ded8b8b0c59

Aliases

arxiv: 2311.13583 · arxiv_version: 2311.13583v1 · doi: 10.48550/arxiv.2311.13583 · pith_short_12: UJS7CDBIUR23 · pith_short_16: UJS7CDBIUR23UA6X · pith_short_8: UJS7CDBI

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/UJS7CDBIUR23UA6XHW22WZE4RA \
  | 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: a265f10c28a475ba03d73db5ab649c8833465e0637ccdea0306b6ded8b8b0c59

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8ae19e35b61e5068f1eee411fe373896bf0db92c1ac04f889c33ae88a4eeadf6",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-22T18:40:18Z",
    "title_canon_sha256": "09e3ab285fe569a029c0839685c82170f0c2e5575571c979b29a09425a848ce0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.13583",
    "kind": "arxiv",
    "version": 1
  }
}