Pith Number

pith:GUXAHNRZ

pith:2021:GUXAHNRZC2OWTK3HSKG6ABAVFU

not attested not anchored not stored refs pending

Optimizing Functionals on the Space of Probabilities with Input Convex Neural Networks

David Alvarez-Melis, Yair Schiff, Youssef Mroueh

arxiv:2106.00774 v3 · 2021-06-01 · stat.ML · cs.LG · cs.NA · math.NA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GUXAHNRZC2OWTK3HSKG6ABAVFU}

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

6 papers in Pith

Flexible and Stable Dynamics Discovery with Onsager's Variational Principle

Implicit Neural Optimal Transport via Fixed-Point Optimization

Minimalist Genetic Programming

The physics of AI weather models

Universal Representation of Generalized Convex Functions and their Gradients

Receipt and verification

First computed	2026-07-05T03:36:37.999152Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

352e03b639169d69ab67928de004152d1823fe0a764ca632059a58287f5a79de

Aliases

arxiv: 2106.00774 · arxiv_version: 2106.00774v3 · doi: 10.48550/arxiv.2106.00774 · pith_short_12: GUXAHNRZC2OW · pith_short_16: GUXAHNRZC2OWTK3H · pith_short_8: GUXAHNRZ

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/GUXAHNRZC2OWTK3HSKG6ABAVFU \
  | 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: 352e03b639169d69ab67928de004152d1823fe0a764ca632059a58287f5a79de

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2cba48138370a04446b48252dc58fa8d4563561906d7b93d59f11c40d5078571",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NA",
      "math.NA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-06-01T20:13:18Z",
    "title_canon_sha256": "8c8383d9895a5e4b2981244c03f27309971543354b38d656f1bfcf75721f1fd0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.00774",
    "kind": "arxiv",
    "version": 3
  }
}