Pith Number

pith:UUG7QHR3

pith:2026:UUG7QHR3IB2GRZOI7KMMBFJHWM

not attested not anchored not stored refs pending

Nonlinear Estimator: Dual Bayesian Affine Estimators for Parameter Learning

Dani\"el Woonings, Peyman Mohajerin Esfahani, Pradyumna Paruchuri, Sasan Vakili

arxiv:2606.10111 v1 · 2026-06-08 · cs.LG · cs.SY · eess.SY · 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{UUG7QHR3IB2GRZOI7KMMBFJHWM}

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	2026-06-10T01:08:54.795394Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a50df81e3b407468e5c8fa98c09527b33c02a3f9711ba40269cda9d029ba223e

Aliases

arxiv: 2606.10111 · arxiv_version: 2606.10111v1 · doi: 10.48550/arxiv.2606.10111 · pith_short_12: UUG7QHR3IB2G · pith_short_16: UUG7QHR3IB2GRZOI · pith_short_8: UUG7QHR3

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/UUG7QHR3IB2GRZOI7KMMBFJHWM \
  | 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: a50df81e3b407468e5c8fa98c09527b33c02a3f9711ba40269cda9d029ba223e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d963eb86030b427ea7f6ab652801c8d4c58912ab2324944c1dd1b4e13e669b32",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-08T19:41:52Z",
    "title_canon_sha256": "a6a654c3236ab957ff76980af89b199ab881eb6a52972be8fbb9237da20d610f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.10111",
    "kind": "arxiv",
    "version": 1
  }
}