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.
Study examines ridesourcing patterns in Chicago using K-prototypes segmentation.
Study compares clustering methods for mixed-type data.
In data summarization we want to choose prototypes in order to summarize a data set. We study a setting where the data set comprises several demographic groups and we are restricted to choose prototypes belonging to group . A common approach to the problem without the fairness constraint is to optimize a c…
A new method clusters mixed-type data efficiently.
ProtoBandit uses bandits to find prototypes efficiently.