Pith Number

pith:LGRTPP7L

pith:2024:LGRTPP7LWI2RJMLXEUJ57QJZ5N

not attested not anchored not stored refs pending

Compression of Structured Data with Autoencoders: Provable Benefit of Nonlinearities and Depth

Alexander Shevchenko, Hamed Hassani, Kevin K\"ogler, Marco Mondelli

arxiv:2402.05013 v1 · 2024-02-07 · cs.LG · cs.IT · math.IT · 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{LGRTPP7LWI2RJMLXEUJ57QJZ5N}

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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.

Cited by

1 paper in Pith

Distributional simplicity bias and effective convexity in Energy Based Models

Receipt and verification

First computed	2026-07-05T07:42:35.284608Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

59a337bfebb23514b1772513dfc139eb4ad92f506726ebc7999dc976321b2b84

Aliases

arxiv: 2402.05013 · arxiv_version: 2402.05013v1 · doi: 10.48550/arxiv.2402.05013 · pith_short_12: LGRTPP7LWI2R · pith_short_16: LGRTPP7LWI2RJMLX · pith_short_8: LGRTPP7L

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/LGRTPP7LWI2RJMLXEUJ57QJZ5N \
  | 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: 59a337bfebb23514b1772513dfc139eb4ad92f506726ebc7999dc976321b2b84

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "98603ca80b14a326922099c8bfa2b4549d33eb85bf3ae9c1fc490dbedd50813a",
    "cross_cats_sorted": [
      "cs.IT",
      "math.IT",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-07T16:32:29Z",
    "title_canon_sha256": "352cf15b73a6e3bf7a8569b980c468108758ef8a4ec5cb8924f134cbffc581dd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.05013",
    "kind": "arxiv",
    "version": 1
  }
}