Methods › General › Stochastic Optimization › Apollo

Adaptive Parameter-wise Diagonal Quasi-Newton Method

Apollo

55 papers tagged archive 2025-07-28

Introduced by Xuezhe Ma in Apollo: An Adaptive Parameter-wise Diagonal Quasi-Newton Method for Nonconvex Stochastic Optimization

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

The archive carries only a placeholder description for this method.

PaperSource

Papers archive 2025-07-28

30 shown of 55, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

Tasks archive 2025-07-28

20 shown of 81 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

TaskPapers
Autonomous Driving17
Lane Detection11
3D Lane Detection10
Autonomous Vehicles6
Semantic Segmentation4
Data Augmentation3
Diagnostic3
Decision Making2
Fault Detection2
Language Modelling2
Object2
Object Detection2
Self-Driving Cars2
Sentence2
Stochastic Optimization2
object-detection2
Action Detection1
Activity Detection1
Astronomy1
Audio Generation1

Usage over time archive 2025-07-28

Papers per year tagged with Apollo: 2020 to 2025, peak 14 14 0 2020: 2 papers 2020 2021: 6 papers 2021 2022: 14 papers 2022 2023: 11 papers 2023 2024: 13 papers 2024 2025: 9 papers 2025
Papers per year the archive tags with this method, by the paper's archive date (55 dated). Bars are counts, not a trend claim.

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

Stochastic Optimization

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