A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.
New algorithm learns Markov network structures efficiently.
The NL score optimizes speaker recognition tasks.
DDPMs are robust to noisy score estimates and achieve optimal convergence rates in Wasserstein-2 distance.
Study improves prediction of UK road accidents' severity using AI.
Automatic text summarization tools have a great impact on many fields, such as medicine, law, and scientific research in general. As information overload increases, automatic summaries allow handling the growing volume of documents, usually by assigning weights to the extracted phrases based on their significance in th…
Optimizes risk assessment tools using mixed-integer programming.
This paper optimizes diffusion schedules for better sampling from data distributions.
W-Flow generates images in one step, faster and better than multi-step methods.
OptCS optimizes model selection after conformal inference, controlling FDR and power loss.