Pith Number

pith:NKKWL2YD

pith:2024:NKKWL2YD3P7KQVHGDPFXBVTBEH

not attested not anchored not stored refs pending

A Hyper-Transformer model for Controllable Pareto Front Learning with Split Feasibility Constraints

Nguyen Viet Dung, Tran Anh Tuan, Tran Ngoc Thang

arxiv:2402.05955 v1 · 2024-02-04 · cs.LG · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NKKWL2YD3P7KQVHGDPFXBVTBEH}

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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.

Receipt and verification

First computed	2026-07-05T07:43:15.916957Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6a9565eb03dbfea854e61bcb70d66121de63d8b7ebd3c4350c2d1a2e2f38958c

Aliases

arxiv: 2402.05955 · arxiv_version: 2402.05955v1 · doi: 10.48550/arxiv.2402.05955 · pith_short_12: NKKWL2YD3P7K · pith_short_16: NKKWL2YD3P7KQVHG · pith_short_8: NKKWL2YD

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/NKKWL2YD3P7KQVHGDPFXBVTBEH \
  | 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: 6a9565eb03dbfea854e61bcb70d66121de63d8b7ebd3c4350c2d1a2e2f38958c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f66df3db77455557c152ef963c4805ad14508fc48c94b42346be93c9199b6dc7",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-04T10:21:03Z",
    "title_canon_sha256": "30667f5561346d7907fac0ff0d26fed8b60ee28670faf6f8cf895f32f2b752c5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.05955",
    "kind": "arxiv",
    "version": 1
  }
}