From the 1 of 3 linked papers with an AI index.
Showing stat.MLShow all
2 papers · 1 filter
stat.ML2026
Long-Memory Reservoir Computing for Data-Scarce Dengue Forecasting
Rahul Goswami, Shinjini Paul, Palash Ghosh +1
The paper proposes reservoir‑computing models that incorporate long‑memory dynamics to improve dengue case forecasts when only short, noisy time series are available.
stat.ML2024
A Penalized Shared-parameter Algorithm for Estimating Optimal Dynamic Treatment Regimens
Palash Ghosh, Xinru Wang, Trikay Nalamada +3
A dynamic treatment regimen (DTR) is a set of decision rules to personalize treatments for an individual using their medical history. The Q-learning-based Q-shared algorithm has be…