Pith Number

pith:BHHF6BOK

pith:2024:BHHF6BOKLMDEAITQ57EO36HP4V

not attested not anchored not stored refs pending

M-HOF-Opt: Multi-Objective Hierarchical Output Feedback Optimization via Multiplier Induced Loss Landscape Scheduling

Alexej Gossmann, Carla Feistner, Carsten Marr, Daniele Scarcella, Emilio Dorigatt, Felix Drost, Lisa Beer, Matteo Wohlrapp, Nutan Chen, Xudong Sun, Yu Xing

arxiv:2403.13728 v3 · 2024-03-20 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BHHF6BOKLMDEAITQ57EO36HP4V}

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.

Receipt and verification

First computed	2026-07-05T10:28:15.226448Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

09ce5f05ca5b06402270efc8edf8efe575ed6f5a7a5a647d548b35699c90b66b

Aliases

arxiv: 2403.13728 · arxiv_version: 2403.13728v3 · doi: 10.48550/arxiv.2403.13728 · pith_short_12: BHHF6BOKLMDE · pith_short_16: BHHF6BOKLMDEAITQ · pith_short_8: BHHF6BOK

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/BHHF6BOKLMDEAITQ57EO36HP4V \
  | 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: 09ce5f05ca5b06402270efc8edf8efe575ed6f5a7a5a647d548b35699c90b66b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "73d54f0d2f7d18ee997a563e4705fe719152b4707910bb0765abb2a01b7576b1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-20T16:38:26Z",
    "title_canon_sha256": "5a5c2a3ee2e912e3206745dbff8f306119ca66ad5dac1360211e5b70e9b4a14d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.13728",
    "kind": "arxiv",
    "version": 3
  }
}