Pith Number

pith:TAC5VXB7

pith:2019:TAC5VXB7XY25K6MS3J7VDFASP4

not attested not anchored not stored refs pending

Efficient and Accurate Estimation of Lipschitz Constants for Deep Neural Networks

Alexander Robey, George J. Pappas, Hamed Hassani, Mahyar Fazlyab, Manfred Morari

arxiv:1906.04893 v2 · 2019-06-12 · cs.LG · cs.AI · math.OC · 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{TAC5VXB7XY25K6MS3J7VDFASP4}

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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

A Nonlinear Separation Principle via Contraction Theory: Applications to Neural Networks, Control, and Learning

Receipt and verification

First computed	2026-07-05T05:33:02.559042Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9805dadc3fbe35d57992da7f5194127f2cd50fe07ab6eb016c8ff2377509cefc

Aliases

arxiv: 1906.04893 · arxiv_version: 1906.04893v2 · doi: 10.48550/arxiv.1906.04893 · pith_short_12: TAC5VXB7XY25 · pith_short_16: TAC5VXB7XY25K6MS · pith_short_8: TAC5VXB7

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/TAC5VXB7XY25K6MS3J7VDFASP4 \
  | 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: 9805dadc3fbe35d57992da7f5194127f2cd50fe07ab6eb016c8ff2377509cefc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b47b5a9c70f239aba926a1c3435959f7d08095a3e296f307bffe86ad0dcc261c",
    "cross_cats_sorted": [
      "cs.AI",
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-12T02:18:19Z",
    "title_canon_sha256": "89c47d832df06c9a425065f2e2922c11a9391c23099ce5c8d86f7e7b0fd5063c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.04893",
    "kind": "arxiv",
    "version": 2
  }
}