Pith Number

pith:TLZQMIKZ

pith:2023:TLZQMIKZX4C5K6P4FIXPF35SDB

not attested not anchored not stored refs pending

Deep Learning Weight Pruning with RMT-SVD: Increasing Accuracy and Reducing Overfitting

Jonathan Jenkins, Oleksii Krupchytskyi, Yitzchak Shmalo

arxiv:2303.08986 v1 · 2023-03-15 · cs.LG · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TLZQMIKZX4C5K6P4FIXPF35SDB}

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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

Random weights of DNNs and emergence of fixed points

Receipt and verification

First computed	2026-07-05T05:51:47.629236Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9af3062159bf05d579fc2a2ef2efb2187735799bc6b86643cdea4979c39f5a5a

Aliases

arxiv: 2303.08986 · arxiv_version: 2303.08986v1 · doi: 10.48550/arxiv.2303.08986 · pith_short_12: TLZQMIKZX4C5 · pith_short_16: TLZQMIKZX4C5K6P4 · pith_short_8: TLZQMIKZ

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/TLZQMIKZX4C5K6P4FIXPF35SDB \
  | 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: 9af3062159bf05d579fc2a2ef2efb2187735799bc6b86643cdea4979c39f5a5a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ca6a099b6b993817a8adfc622e4c94c47f19858d86b1df66c0ba2d53a2a94259",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-15T23:19:45Z",
    "title_canon_sha256": "454efc252877232fb7f1a469d2bccd663bbd851904aa5fc83c4be3c506b5edcc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.08986",
    "kind": "arxiv",
    "version": 1
  }
}