Pith Number

pith:A6Z42HN2

pith:2020:A6Z42HN2LYRFMGJB557JP4RXO3

not attested not anchored not stored refs pending

Understanding and Mitigating the Tradeoff Between Robustness and Accuracy

Aditi Raghunathan, Fanny Yang, John Duchi, Percy Liang, Sang Michael Xie

arxiv:2002.10716 v2 · 2020-02-25 · 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{A6Z42HN2LYRFMGJB557JP4RXO3}

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

4 papers in Pith

Homogenization of $\ell_2$-Adversarial Training in High-Dimensions: Exact Dynamics under Stochastic Gradient Descent

Towards Generalized Certified Robustness with Multi-Norm Training

CLLAP: Contrastive Learning-based LiDAR-Augmented Pretraining for Enhanced Radar-Camera Fusion

Feature-level analysis and adversarial transfer in rotationally equivariant quantum machine learning

Receipt and verification

First computed	2026-07-05T01:16:45.506988Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

07b3cd1dba5e22561921ef7e97f23776f9e805c65eb19e50022df444b8f8cf11

Aliases

arxiv: 2002.10716 · arxiv_version: 2002.10716v2 · doi: 10.48550/arxiv.2002.10716 · pith_short_12: A6Z42HN2LYRF · pith_short_16: A6Z42HN2LYRFMGJB · pith_short_8: A6Z42HN2

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/A6Z42HN2LYRFMGJB557JP4RXO3 \
  | 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: 07b3cd1dba5e22561921ef7e97f23776f9e805c65eb19e50022df444b8f8cf11

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "31ba3bc3550f183d9c6cc8ae48ae3f326dd34976344195c8fdd5b49dc77dcdfa",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-02-25T08:03:01Z",
    "title_canon_sha256": "be1de4ba76b2d71ce553a71aa41290e0817c7c60aa49daf320f2430f09b3489f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.10716",
    "kind": "arxiv",
    "version": 2
  }
}