Global Convergence Using Policy Gradient Methods for Model-free Markovian Jump Linear Quadratic Control. - Santanu Rathod; Manoj Bhadu; Abir De (CoRR, 2021)

Scheduling to Learn In An Unsupervised Online Streaming Model. - Rahul Vaze; Santanu Rathod (CoRR, 2021)

On reducing the order of arm-passes bandit streaming algorithms under memory bottleneck. - Santanu Rathod (CoRR, 2021)

Predicting Treatment Adherence of Tuberculosis Patients at Scale. - Mihir Kulkarni; Satvik Golechha; Rishi Raj; Jithin K. Sreedharan; Ankit Bhardwaj; Santanu Rathod; Bhavin Vadera; Jayakrishna Kurada; Sanjay Mattoo; Rajendra Joshi; Kirankumar Rade; Alpan Raval (ML4H@NeurIPS, 2022)

Predicting time-varying flux and balance in metabolic systems using structured neural-ODE processes. - Santanu Rathod; Pietro Lio; Xiao Zhang (CoRR, 2024)