Pith Number

pith:IDELANYP

pith:2024:IDELANYPYXTAMDHRWSNLVPOOO5

not attested not anchored not stored refs pending

Understanding Expert Structures on Minimax Parameter Estimation in Contaminated Mixture of Experts

Dung Le, Fanqi Yan, Huy Nguyen, Nhat Ho, Pedram Akbarian

arxiv:2410.12258 v2 · 2024-10-16 · cs.LG · cs.AI · 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{IDELANYPYXTAMDHRWSNLVPOOO5}

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

Convergence Rates for Latent Mixing Measures in Infinite Homoscedastic Location-Scale Mixture Models

Receipt and verification

First computed	2026-07-05T10:25:11.848909Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

40c8b0370fc5e6060cf1b49ababdce77418b0dcafe8952fb5696b2f995087e15

Aliases

arxiv: 2410.12258 · arxiv_version: 2410.12258v2 · doi: 10.48550/arxiv.2410.12258 · pith_short_12: IDELANYPYXTA · pith_short_16: IDELANYPYXTAMDHR · pith_short_8: IDELANYP

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/IDELANYPYXTAMDHRWSNLVPOOO5 \
  | 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: 40c8b0370fc5e6060cf1b49ababdce77418b0dcafe8952fb5696b2f995087e15

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f450eed3d9eefd65b804f2e01632f0be2b0b843f0f870e33a5f1c6fdb9cf7e12",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-16T05:52:51Z",
    "title_canon_sha256": "a6b049a2647d4ee91e1571672f5b34413cc6bc1d23fde03980f26bd220e903c2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.12258",
    "kind": "arxiv",
    "version": 2
  }
}