Pith Number

pith:EMTWIEAO

pith:2024:EMTWIEAOS2TB7ZSFMICBSKRRBA

not attested not anchored not stored refs pending

Generalization Bounds for Dependent Data using Online-to-Batch Conversion

Alhad Sethi, Manuj Mukherjee, Sagnik Chatterjee

arxiv:2405.13666 v2 · 2024-05-22 · 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{EMTWIEAOS2TB7ZSFMICBSKRRBA}

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

An Empirical Bernstein Inequality for Dependent Data in Hilbert Spaces and Applications

Receipt and verification

First computed	2026-07-05T10:16:33.757230Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

232764100e96a61fe6456204192a310805a5b7e49e4ca2484fff0222990f9c5d

Aliases

arxiv: 2405.13666 · arxiv_version: 2405.13666v2 · doi: 10.48550/arxiv.2405.13666 · pith_short_12: EMTWIEAOS2TB · pith_short_16: EMTWIEAOS2TB7ZSF · pith_short_8: EMTWIEAO

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/EMTWIEAOS2TB7ZSFMICBSKRRBA \
  | 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: 232764100e96a61fe6456204192a310805a5b7e49e4ca2484fff0222990f9c5d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "09489956c7b25f9947248cbca8f0e1ed5093e23f20d72081f9c9080975d7f90f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-22T14:07:25Z",
    "title_canon_sha256": "22a8681b28b90557018a55ae8f808f92951e353b25365250baea07c80f8d7433"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.13666",
    "kind": "arxiv",
    "version": 2
  }
}