Pith Number

pith:3DD6T6BT

pith:2023:3DD6T6BT7GDMYWZ47QZRGPLTW4

not attested not anchored not stored refs pending

Learning Against Distributional Uncertainty: On the Trade-off Between Robustness and Specificity

Haowei Wang, Jean Honorio, Shixiong Wang, Xinke Li

arxiv:2301.13565 v2 · 2023-01-31 · cs.LG · 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{3DD6T6BT7GDMYWZ47QZRGPLTW4}

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

Decision Making under the Exponential Family: Distributionally Robust Optimisation with Bayesian Ambiguity Sets

Receipt and verification

First computed	2026-07-05T10:57:24.802556Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d8c7e9f833f986cc5b3cfc33133d73b71d439a87f76b1bdfb776892387f67af5

Aliases

arxiv: 2301.13565 · arxiv_version: 2301.13565v2 · doi: 10.48550/arxiv.2301.13565 · pith_short_12: 3DD6T6BT7GDM · pith_short_16: 3DD6T6BT7GDMYWZ4 · pith_short_8: 3DD6T6BT

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/3DD6T6BT7GDMYWZ47QZRGPLTW4 \
  | 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: d8c7e9f833f986cc5b3cfc33133d73b71d439a87f76b1bdfb776892387f67af5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0e46eb62989f3f284873ca18fffa2057399943d97db59dbd706142e8d84198e1",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-31T11:33:18Z",
    "title_canon_sha256": "4124c3adc7e9c2d268307cc9a5250263f74a93bdc19af5667225e6edc341778c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.13565",
    "kind": "arxiv",
    "version": 2
  }
}