Pith Number

pith:HLRJD4IX

pith:2019:HLRJD4IXRCWAAG2XSEUB7VMEOL

not attested not anchored not stored refs pending

Nonparametric Regression on Low-Dimensional Manifolds using Deep ReLU Networks : Function Approximation and Statistical Recovery

Haoming Jiang, Minshuo Chen, Tuo Zhao, Wenjing Liao

arxiv:1908.01842 v5 · 2019-08-05 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HLRJD4IXRCWAAG2XSEUB7VMEOL}

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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.

Receipt and verification

First computed	2026-07-05T03:59:20.067707Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3ae291f11788ac001b5791281fd58472fb39a6fd43848eb671c3f7aaa9d6333e

Aliases

arxiv: 1908.01842 · arxiv_version: 1908.01842v5 · doi: 10.48550/arxiv.1908.01842 · pith_short_12: HLRJD4IXRCWA · pith_short_16: HLRJD4IXRCWAAG2X · pith_short_8: HLRJD4IX

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/HLRJD4IXRCWAAG2XSEUB7VMEOL \
  | 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: 3ae291f11788ac001b5791281fd58472fb39a6fd43848eb671c3f7aaa9d6333e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1d2051ff150b97d987b7ba81d10ec9605707e0a263514f3e8a3f480a50a2fdb3",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-08-05T20:22:29Z",
    "title_canon_sha256": "34171d47a6f02fcc559a772ae48d2b1e8838f5647b3c751ff0eb3edffb12074a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.01842",
    "kind": "arxiv",
    "version": 5
  }
}