Research

On-device research index

arXiv research

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.

168,742 papers · 148 categories

Trend · papers per month

count % of corpus

1 result for “Cox-NN”

Mini-batch Estimation for Deep Cox Models: Statistical Foundations and Practical Guidancestat.ML

New statistical properties for mini-batch Cox-NN optimization.

problem Optimizing deep Cox neural networks using mini-batches.

method Developed mini-batch maximum partial-likelihood estimator (mb-MPLE) for Cox-NN.

result mb-MPLE is consistent and achieves optimal convergence rate.

Cox-NN mini-batch stochastic gradient descent partial-likelihood statistical properties

2024-08-05abs ↗pdf ↗