Pith Number

pith:PKV6LF6J

pith:2021:PKV6LF6JURAOYZLBORNF6HU752

not attested not anchored not stored refs pending

Generalized Huber Loss for Robust Learning and its Efficient Minimization for a Robust Statistics

Hakan Gokcesu, Kaan Gokcesu

arxiv:2108.12627 v1 · 2021-08-28 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PKV6LF6JURAOYZLBORNF6HU752}

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

2 papers in Pith

One Step Closer to Ground Truth: A Multi-Scale Residual-Aware Representation Learning Pipeline for Predicting Time Series Data

ACCoRD: Actor-Critic Conflict Resolution with Deep learning for O-RAN xApps

Receipt and verification

First computed	2026-07-05T03:09:33.941775Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7aabe597c9a440ec6561745a5f1e9feebb0e7faefb549d9641b38028417b6ed7

Aliases

arxiv: 2108.12627 · arxiv_version: 2108.12627v1 · doi: 10.48550/arxiv.2108.12627 · pith_short_12: PKV6LF6JURAO · pith_short_16: PKV6LF6JURAOYZLB · pith_short_8: PKV6LF6J

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/PKV6LF6JURAOYZLBORNF6HU752 \
  | 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: 7aabe597c9a440ec6561745a5f1e9feebb0e7faefb549d9641b38028417b6ed7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d37fc6b4d5c1d4b85887fcaedea9df6a0d1773558cebebf03f376a6ba5cc18d3",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-08-28T11:18:14Z",
    "title_canon_sha256": "86d344431a0111d4d246ef5c9f5823111a1d6da97ed255fde2f420bb7e3347f6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.12627",
    "kind": "arxiv",
    "version": 1
  }
}