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.
Unified framework for response-adaptive targeting in multi-treatment experiments
The scale of Internet-connected systems has increased considerably, and these systems are being exposed to cyber attacks more than ever. The complexity and dynamics of cyber attacks require protecting mechanisms to be responsive, adaptive, and scalable. Machine learning, or more specifically deep reinforcement learning…
We improve kernel ridge regression for skewed responses using oversampling and adaptive partitioning.
A new algorithm learns optimal personalized treatment plans online with low regret.
LF-IBIS learns optimal policies online without explicit likelihood.