Pith Number

pith:N5ZJ2DJ5

pith:2023:N5ZJ2DJ5QR43WZUTGY2GW4KSXV

not attested not anchored not stored refs pending

Understanding the Generalization Ability of Deep Learning Algorithms: A Kernelized Renyi's Entropy Perspective

Chen Li, Hong Chen, Tieliang Gong, Yuxin Dong

arxiv:2305.01143 v1 · 2023-05-02 · stat.ML · 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{N5ZJ2DJ5QR43WZUTGY2GW4KSXV}

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

Drift and Dependence: Layer-wise Information-Theoretic Bounds for Replay-Based Continual Learning

Receipt and verification

First computed	2026-07-05T06:06:21.970196Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6f729d0d3d8479bb669336346b7152bd6608ca72e9a6d40ef5209ef23a0face7

Aliases

arxiv: 2305.01143 · arxiv_version: 2305.01143v1 · doi: 10.48550/arxiv.2305.01143 · pith_short_12: N5ZJ2DJ5QR43 · pith_short_16: N5ZJ2DJ5QR43WZUT · pith_short_8: N5ZJ2DJ5

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/N5ZJ2DJ5QR43WZUTGY2GW4KSXV \
  | 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: 6f729d0d3d8479bb669336346b7152bd6608ca72e9a6d40ef5209ef23a0face7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b3ef55b8b9c0f337ee0faa61f91eba6ddc12975454a8ccd33f4652b6d6fd0769",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-05-02T01:17:15Z",
    "title_canon_sha256": "4e3a0ecc5b05590aaa4509b08aae4cfe771b29016687f8724ce7d736b079979f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.01143",
    "kind": "arxiv",
    "version": 1
  }
}