Pith Number

pith:TXR6AL6K

pith:2024:TXR6AL6K2CN24XKYP5IFFB2LDZ

not attested not anchored not stored refs pending

Trade-off Between Dependence and Complexity for Nonparametric Learning -- an Empirical Process Approach

Debarghya Mukherjee, Nabarun Deb

arxiv:2401.08978 v1 · 2024-01-17 · math.ST · stat.ML · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TXR6AL6K2CN24XKYP5IFFB2LDZ}

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

Fast Rates for Nonstationary Weighted Risk Minimization

Receipt and verification

First computed	2026-07-05T07:34:24.719271Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9de3e02fcad09bae5d587f5052874b1e431f645822128eac7783c51e29fd634a

Aliases

arxiv: 2401.08978 · arxiv_version: 2401.08978v1 · doi: 10.48550/arxiv.2401.08978 · pith_short_12: TXR6AL6K2CN2 · pith_short_16: TXR6AL6K2CN24XKY · pith_short_8: TXR6AL6K

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/TXR6AL6K2CN24XKYP5IFFB2LDZ \
  | 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: 9de3e02fcad09bae5d587f5052874b1e431f645822128eac7783c51e29fd634a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5ef4035c3cb9ca70e4166ebbf119a0dd8e900328548f08cd1a45a857439c23ba",
    "cross_cats_sorted": [
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.ST",
    "submitted_at": "2024-01-17T05:08:37Z",
    "title_canon_sha256": "5e28c59de767d03eb90a9cb1180443a5986a97f56c2112b1cd8dfb18b67246c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.08978",
    "kind": "arxiv",
    "version": 1
  }
}