Pith Number

pith:VUL7WOY7

pith:2018:VUL7WOY7UVR6FMS763J2ODF3UH

not attested not anchored not stored refs pending

Efficient Algorithms for Outlier-Robust Regression

Adam Klivans, Pravesh K. Kothari, Raghu Meka

arxiv:1803.03241 v3 · 2018-03-08 · cs.LG · cs.AI · cs.DS · 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{VUL7WOY7UVR6FMS763J2ODF3UH}

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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

Outlier-Robust Training of Machine Learning Models

Receipt and verification

First computed	2026-07-05T01:07:47.912336Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ad17fb3b1fa563e2b25ff6d3a70cbba1e2b5cb1ff93d03a05ca7e96b34d1ff34

Aliases

arxiv: 1803.03241 · arxiv_version: 1803.03241v3 · doi: 10.48550/arxiv.1803.03241 · pith_short_12: VUL7WOY7UVR6 · pith_short_16: VUL7WOY7UVR6FMS7 · pith_short_8: VUL7WOY7

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/VUL7WOY7UVR6FMS763J2ODF3UH \
  | 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: ad17fb3b1fa563e2b25ff6d3a70cbba1e2b5cb1ff93d03a05ca7e96b34d1ff34

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0c971d827bb64c6a1c15c8a5b165999a30a85e71d5b395ce088f359fededac7c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DS",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-03-08T18:30:31Z",
    "title_canon_sha256": "f6511f1b8af1894101803c2f56c247c8aa2dd8b130bb1f427e32b38ffbc8ad52"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1803.03241",
    "kind": "arxiv",
    "version": 3
  }
}