Pith Number

pith:HRGX2CU7

pith:2020:HRGX2CU7PTJC7VYMXGGVVO63TO

not attested not anchored not stored refs pending

Frequency Bias in Neural Networks for Input of Non-Uniform Density

Amnon Geifman, David Jacobs, Meirav Galun, Ronen Basri, Shira Kritchman, Yoni Kasten

arxiv:2003.04560 v1 · 2020-03-10 · 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{HRGX2CU7PTJC7VYMXGGVVO63TO}

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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

Parity Supervision as a Driver of Generalization in Quantum Generative Modeling

Receipt and verification

First computed	2026-07-05T00:47:05.312000Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3c4d7d0a9f7cd22fd70cb98d5abbdb9b948958ee11cc0d02b8d9449e0d4c4c38

Aliases

arxiv: 2003.04560 · arxiv_version: 2003.04560v1 · doi: 10.48550/arxiv.2003.04560 · pith_short_12: HRGX2CU7PTJC · pith_short_16: HRGX2CU7PTJC7VYM · pith_short_8: HRGX2CU7

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/HRGX2CU7PTJC7VYMXGGVVO63TO \
  | 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: 3c4d7d0a9f7cd22fd70cb98d5abbdb9b948958ee11cc0d02b8d9449e0d4c4c38

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "489279774d189892311492d4937a33fd34bf3f64140ce1d89e501d78c2c1b677",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-03-10T07:20:14Z",
    "title_canon_sha256": "91bd1974da7ae61ff161cda423adc6b60cd55954ca0c45badded49ec812e5841"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.04560",
    "kind": "arxiv",
    "version": 1
  }
}