Pith Number

pith:T6PBMGKW

pith:2019:T6PBMGKWELQG5TA764ZU3ZW2KX

not attested not anchored not stored refs pending

Accelerating Deep Learning by Focusing on the Biggest Losers

Angela H. Jiang, Daniel L.-K. Wong, David G. Andersen, Gauri Joshi, Giulio Zhou, Gregory R. Ganger, Jeffrey Dean, Michael Kaminksy, Michael Kozuch, Padmanabhan Pillai, Zachary C. Lipton

arxiv:1910.00762 v1 · 2019-10-02 · 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{T6PBMGKWELQG5TA764ZU3ZW2KX}

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

11 papers in Pith

Online Data Selection Is Implicit Alignment

K-ABENA: K-Adaptive Backpropagation with Error-based N-exclusion Algorithm : (Compensated Loss-Based Sample Exclusion with Unbiased Gradient Estimation)

Selecting Samples on Graphs: A Unified Dataset Pruning Framework for Lossless Training Acceleration

RCAP: Robust, Class-Aware, Probabilistic Dynamic Dataset Pruning

Initialization is Half the Battle: Generating Diverse Images from a Guidance Potential Posterior

Receipt and verification

First computed	2026-07-05T00:09:18.847962Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f9e16195622e06ecc1ff7334de6da55e78a7a32901af8e115f8a74479908aee

Aliases

arxiv: 1910.00762 · arxiv_version: 1910.00762v1 · doi: 10.48550/arxiv.1910.00762 · pith_short_12: T6PBMGKWELQG · pith_short_16: T6PBMGKWELQG5TA7 · pith_short_8: T6PBMGKW

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/T6PBMGKWELQG5TA764ZU3ZW2KX \
  | 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: 9f9e16195622e06ecc1ff7334de6da55e78a7a32901af8e115f8a74479908aee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e770c048aa098a76ef26910f494b10c573b75f8d90754aa25fc5a5ad5bbd3472",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-10-02T03:34:29Z",
    "title_canon_sha256": "1b6030ec506a23d8cbe83366dac0555bea96b2770716fb9e36f8ce1c78e17401"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.00762",
    "kind": "arxiv",
    "version": 1
  }
}