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.
Proposes a method to improve regression model performance with limited target data using fused-regularizer.
Proposes an MTL method with clustering to improve regression accuracy.
Enhanced survival trees improve computational efficiency and inference.
HSIC-based method explains GNN structures.
AJL framework detects dynamic patterns in high-dimensional time-varying models.
We consider a class of nonconvex nonsmooth optimization problems whose objective is the sum of a smooth function and a finite number of nonnegative proper closed possibly nonsmooth functions (whose proximal mappings are easy to compute), some of which are further composed with linear maps. This kind of problems arises …