Pith Number

pith:O4DHCXC7

pith:2024:O4DHCXC7M4EDRR5TR7WMIYCNHA

not attested not anchored not stored refs pending

MIGA: Mixture-of-Experts with Group Aggregation for Stock Market Prediction

Genesis Wang, Heming Weng, Yinghao Wu, Zhaojian Yu

arxiv:2410.02241 v1 · 2024-10-03 · cs.CE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{O4DHCXC7M4EDRR5TR7WMIYCNHA}

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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.

Cited by

1 paper in Pith

LLM-Based Routing in Mixture of Experts: A Novel Framework for Trading

Receipt and verification

First computed	2026-07-05T09:15:18.183597Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7706715c5f670838c7b38fecc4604d380f7dec5fac91a8ebcc93ca9e7cff9685

Aliases

arxiv: 2410.02241 · arxiv_version: 2410.02241v1 · doi: 10.48550/arxiv.2410.02241 · pith_short_12: O4DHCXC7M4ED · pith_short_16: O4DHCXC7M4EDRR5T · pith_short_8: O4DHCXC7

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/O4DHCXC7M4EDRR5TR7WMIYCNHA \
  | 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: 7706715c5f670838c7b38fecc4604d380f7dec5fac91a8ebcc93ca9e7cff9685

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9f4c51ee004b092b177af107fb29df67b35c9ef46e051eb6eef044df8ee26573",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CE",
    "submitted_at": "2024-10-03T06:26:49Z",
    "title_canon_sha256": "d782e474e25c66d8cbd0f310e8a01fb14d4f408e00947c42d3f9d580ac025c7e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.02241",
    "kind": "arxiv",
    "version": 1
  }
}