Methods › General › Stochastic Optimization › MAS

Mixing Adam and SGD

MAS

207 papers tagged archive 2025-07-28

Introduced by Nicola Landro et al. in Mixing ADAM and SGD: a Combined Optimization Method

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

This optimizer mix ADAM and SGD creating the MAS optimizer.

PaperSource

Papers archive 2025-07-28

30 shown of 207, 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 127 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
Position18
Decision Making17
Large Language Model17
Language Modelling13
Language Modeling12
Multi-agent Reinforcement Learning12
Reinforcement Learning (RL)11
reinforcement-learning10
Management8
Integrated sensing and communication7
Reinforcement Learning7
Model Predictive Control6
ISAC5
Math5
counterfactual5
Code Generation4
Diversity4
Meta-Learning4
Retrieval-augmented Generation4
Segmentation4

Usage over time archive 2025-07-28

Papers per year tagged with MAS: 2020 to 2025, peak 78 78 0 2020: 3 papers 2020 2021: 17 papers 2021 2022: 28 papers 2022 2023: 31 papers 2023 2024: 50 papers 2024 2025: 78 papers 2025
Papers per year the archive tags with this method, by the paper's archive date (207 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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