Pith Number

pith:ID56IJGD

pith:2021:ID56IJGDT4YQ2N2XBOFJIVSMZZ

not attested not anchored not stored refs pending

Input Convex Gradient Networks

Brandon Amos, Jack Richter-Powell, Jonathan Lorraine

arxiv:2111.12187 v1 · 2021-11-23 · 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{ID56IJGDT4YQ2N2XBOFJIVSMZZ}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Regional climate risk assessment from climate models using probabilistic machine learning

Universal Representation of Generalized Convex Functions and their Gradients

Learning Monge maps with constrained drifting models

Receipt and verification

First computed	2026-07-05T03:34:49.225285Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

40fbe424c39f310d37570b8a94564cce62bfca68961af4a572be52960310074d

Aliases

arxiv: 2111.12187 · arxiv_version: 2111.12187v1 · doi: 10.48550/arxiv.2111.12187 · pith_short_12: ID56IJGDT4YQ · pith_short_16: ID56IJGDT4YQ2N2X · pith_short_8: ID56IJGD

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/ID56IJGDT4YQ2N2XBOFJIVSMZZ \
  | 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: 40fbe424c39f310d37570b8a94564cce62bfca68961af4a572be52960310074d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "14782bb2200f70318b0b3d6cf3b91b963bc0a1f3b87c6e3b1c70fdb36a6b7ebe",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-11-23T22:51:25Z",
    "title_canon_sha256": "a945d29652400496d49a1d1c742b35d4a4d2d9bf06923f08b100e489a786c6ac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.12187",
    "kind": "arxiv",
    "version": 1
  }
}