Learning without gradient descent encoded by the dynamics of a neurobiological model. - Vivek Kurien George; Vikash Morar; Weiwei Yang; Jonathan Larson; Bryan Tower; Shweti Mahajan; Arkin Gupta; Christopher M. White; Gabriel A. Silva (CoRR, 2021)

Prediction-Enhanced Monte Carlo: A Machine Learning View on Control Variate. - Fengpei Li; Haoxian Chen 002; Jiahe Lin; Arkin Gupta; Xiaowei Tan; Gang Xu; Yuriy Nevmyvaka; Agostino Capponi; Henry Lam (CoRR, 2024)