Srinivas Reddy Kota

2 accepted papers

2025

Person-In-Bed Detection using Frequency Domain Features and GLR-based CuSum

G. Dhinesh Chandran, Srikrishna Bhashyam, Srinivas Reddy Kota

ICASSP 2025accepted

We consider the problem of person-in-bed detection using accelerometer measurements in the segmented as well as streaming setting. For the segmented problem, we identify frequency domain features (4 features for each acceleration coordinate) that can be used to model the in-bed and not-in-bed hypoth…

Cited by 0 Source ↗Scholar ↗

2023

Almost Cost-Free Communication in Federated Best Arm Identification

Srinivas Reddy Kota, P. N. Karthik, Vincent Y. F. Tan

AAAI 2023technical

We study the problem of best arm identification in a federated learning multi-armed bandit setup with a central server and multiple clients. Each client is associated with a multi-armed bandit in which each arm yields i.i.d. rewards following a Gaussian distribution with an unknown mean and known va…

Cited by 9 Source ↗PDF ↗Scholar ↗