Pith Number

pith:4YN4HTCW

pith:2018:4YN4HTCW5IS6ICDCAA4XX5IS7G

not attested not anchored not stored refs pending

On the Generalization of Equivariance and Convolution in Neural Networks to the Action of Compact Groups

Risi Kondor, Shubhendu Trivedi

arxiv:1802.03690 v3 · 2018-02-11 · stat.ML · cs.LG

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\usepackage{pith}
\pithnumber{4YN4HTCW5IS6ICDCAA4XX5IS7G}

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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

3 papers in Pith

SurReal: Fr\'echet Mean and Distance Transform for Complex-Valued Deep Learning

Velocityformer: Broken-Symmetry-Matched Equivariant Graph Transformers for Cosmological Velocity Reconstruction

Application of deep neural networks for computing the renormalization group flow of the two-dimensional phi^4 field theory

Receipt and verification

First computed	2026-05-18T00:01:09.829614Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e61bc3cc56ea25e4086200397bf512f992878a1fe9a8c60251f54d11affcacf9

Aliases

arxiv: 1802.03690 · arxiv_version: 1802.03690v3 · doi: 10.48550/arxiv.1802.03690 · pith_short_12: 4YN4HTCW5IS6 · pith_short_16: 4YN4HTCW5IS6ICDC · pith_short_8: 4YN4HTCW

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/4YN4HTCW5IS6ICDCAA4XX5IS7G \
  | 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: e61bc3cc56ea25e4086200397bf512f992878a1fe9a8c60251f54d11affcacf9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6fa911dced349e4eff6c42c8c16a7c0b1e41791e895f45d6e8729426bcf12e29",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-02-11T04:32:33Z",
    "title_canon_sha256": "08e161c16095684473c8b368fbf0539f1782cd6abcd96206f6c45b0a210705cf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.03690",
    "kind": "arxiv",
    "version": 3
  }
}