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.
MMVAE learns multi-modal data with shared and private latent spaces.
Analyzes why neural networks generalize beyond training data.
Data augmented bootstrap unifies various confidence interval construction methods.
New method improves self-supervised representation learning using probabilistic modeling and Monte Carlo integration.
This book presents a methodology and philosophy of empirical science based on large scale lossless data compression. In this view a theory is scientific if it can be used to build a data compression program, and it is valuable if it can compress a standard benchmark database to a small size, taking into account the len…