Pith Number

pith:ZQ7TCR3I

pith:2024:ZQ7TCR3IP3VQI33RB2N2WAKFXH

not attested not anchored not stored refs pending

Understanding Learning with Sliced-Wasserstein Requires Rethinking Informative Slices

Ashkan Shahbazi, Huy Tran, John R. Hershey, Soheil Kolouri, Yikun Bai

arxiv:2411.10651 v1 · 2024-11-16 · cs.LG · cs.AI · cs.CV · stat.AP · stat.CO · 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{ZQ7TCR3IP3VQI33RB2N2WAKFXH}

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

1 paper in Pith

Constrained Sliced Wasserstein Embedding

Receipt and verification

First computed	2026-07-05T09:36:19.972438Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cc3f3147687eeb046f710e9bab0145b9ccdfb336907aafc182ca303f96ebd6b8

Aliases

arxiv: 2411.10651 · arxiv_version: 2411.10651v1 · doi: 10.48550/arxiv.2411.10651 · pith_short_12: ZQ7TCR3IP3VQ · pith_short_16: ZQ7TCR3IP3VQI33R · pith_short_8: ZQ7TCR3I

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/ZQ7TCR3IP3VQI33RB2N2WAKFXH \
  | 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: cc3f3147687eeb046f710e9bab0145b9ccdfb336907aafc182ca303f96ebd6b8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6a7f05d021969a83c6fa4200c3b7a663d7b0dc54c2f209286741e1795d7cf91d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "stat.AP",
      "stat.CO",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-16T01:18:27Z",
    "title_canon_sha256": "021a327b4cee84d0196a2e372397e903421e62a4595932be54604ad1ab0b8d12"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.10651",
    "kind": "arxiv",
    "version": 1
  }
}