8 stories tagged with #decomposition, in publish-time order across the WeSearch catalog. Tag pages update as new stories ingest.
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How Benders Decomposition Works Part I: Optimality Cuts
A friendly introduction to one of the most powerfull optimization techniques using the uncapacitated facility location problem…
Show HN: A-C Coupling – Deterministic Data Decomposition in O(n) with No Search
Structural design pattern for deterministic, dimension-independent decomposition of integers into weighted layers. Guarantees O(n) complexity with no search, no allocation, and no …
Uncertainty Decomposition via Cyclical SG-MCMC and Soft-label Learning for Subjective NLP
Annotator disagreement in emotion classification reflects ambiguity intrinsic to emotion concepts and is essential for predictor-quality assessment in subjective NLP. Yet no prior …
LC-ERD: Mining Latent Logic for Self-Evolving Reasoning via Consistency-Regulated Reward Decomposition
The evolution of Large Language Model (LLM) reasoning is bottlenecked by the scarcity of high-quality process data. While self-alignment via endogenous rewards offers a solution, m…
Every Component is a Lookup: Token Attribution and Composition from a Single Decomposition
Mechanistic interpretability of transformers requires identifying not just which components matter but how they compose into the computational route that produced a prediction. Bot…
Benders’ Decomposition 101: How to Crack Open a Stochastic Program That’s Too Big to Swallow Whole
Whenever you can rewrite an optimization problem so that fixing some variables makes the rest separable, you could try Benders.…
Cops urge Bhopal woman's family to claim body ‘to prevent decomposition’: ‘Requires -80°C’
On Wednesday, Bhopal Police asked the victim’s family to take possession of her body, saying there were concerns it could begin decomposing. | India News…
Runtime-Structured Task Decomposition for Agentic Coding Systems
Agentic coding systems increasingly use large language models (LLMs) for software engineering tasks such as debugging, root cause analysis, and code review. However, many existing …