Claim · 2014-12-22 · publication · Stated in source · Supported

The paper introduces Adam, described as an algorithm for first-order gradient-based optimization of stochastic objective functions.

One recorded claim. The claim panel gives its qualification, the source passages with their place in each source, and how it was checked.

What it connects

Adam: A Method for Stochastic Optimization → states its contribution → The paper introduces Adam, described as an algorithm for first-order gradient-based optimization of stochastic objective functions.

Where it appears

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Claim and evidence

Adam: A Method for Stochastic Optimizationstates its contribution ↓The paper introduces Adam, described as an algorithm for first-order gradient-based optimization of stochastic objective functions.

Machine-checked, not reviewed by an editorStated in sourceSupported

Supporting evidence: primary · 1 source

Date: 2014-12-22 · publication Records dated 2014 →

Scope and limitsThe paper's own description of its contribution; not an assessment of it.

The evidence 01

primary sourceSupports the claim

Adam: A Method for Stochastic Optimization

arXiv · 2014-12-22

Cite the original source

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Source excerpt

“We introduce Adam, an algorithm for first-order gradient-based optimization of stochastic objective functions.”

Location in source arXiv v1, PDF p. 1, abstract

Machine-checked · 2026-10-31

Source details and check notes

Authors: Diederik P. Kingma; Jimmy Ba
Version: arXiv:1412.6980v1; first-submission date from version history. Later revisions are not substituted.
Version date: 2014-12-22
Canonical address: Open the canonical source ↗
Accessed: 2026-09-20
Language: English (en)
Attribution: Diederik P. Kingma; Jimmy Ba, Adam: A Method for Stochastic Optimization (2014-12-22).
Reuse: No open redistribution licence asserted. Bibliographic metadata and brief attributed paraphrases only; no full source, personal contact details or dataset imported.
Check notes: Candidate pack passage, key papers (research/key-papers). The quotation (13 words) matched the text retrieved for the candidate pack on 2026-10-28 (research/key-papers/verification.json). Matching ignored differences of whitespace, case, quotation marks, dashes and line-break hyphens, so the source’s typography can differ. No human editorial review.

Status and meaning

Editorial status. Not reviewed by an editor. An exploratory record that no editor has accepted. This status does not say whether a person has read any linked passage. Each evidence record above shows how it was checked.

Relation. A paper or other publication describes its own contribution, quoted from the expression the record names, usually its abstract or introduction. The record is the document’s own description, not an assessment: a claim of priority or novelty it contains is the document’s claim, flagged as such, and says nothing about earlier or later work.

Date. Date of the arXiv version quoted, submitted 22 December 2014 (UTC); later versions may word it differently.

Record ID kp-states-adam-paper-1