P. N. Karthik

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 20

Top Topics

Multi Armed Bandits

Differentially Private

Top Venues

IEEE Trans. Inf. Theory

Publications

Zhirui Chen, P. N. Karthik, Vincent Y. F. Tan, Yeow Meng Chee
Federated Best Arm Identification With Heterogeneous Clients. IEEE Trans. Inf. Theory 70 (6) (2024)
Zhirui Chen, P. N. Karthik, Yeow Meng Chee, Vincent Y. F. Tan
Fixed-Budget Differentially Private Best Arm Identification. CoRR (2024)
Zhirui Chen, P. N. Karthik, Yeow Meng Chee, Vincent Y. F. Tan
Fixed-Budget Differentially Private Best Arm Identification. ICLR (2024)
Srinivas Reddy Kota, P. N. Karthik, Vincent Y. F. Tan
Almost Cost-Free Communication in Federated Best Arm Identification. AAAI (2023)
P. N. Karthik, Kota Srinivas Reddy, Vincent Y. F. Tan
Best Arm Identification in Restless Markov Multi-Armed Bandits. IEEE Trans. Inf. Theory 69 (5) (2023)
Kota Srinivas Reddy, P. N. Karthik, Nikhil Karamchandani, Jayakrishnan Nair
Best Arm Identification in Bandits with Limited Precision Sampling. ISIT (2023)
Kota Srinivas Reddy, P. N. Karthik, Nikhil Karamchandani, Jayakrishnan Nair
Best Arm Identification in Bandits with Limited Precision Sampling. CoRR (2023)
P. N. Karthik, Vincent Y. F. Tan, Arpan Mukherjee, Ali Tajer
Optimal Best Arm Identification with Fixed Confidence in Restless Bandits. CoRR (2023)
P. N. Karthik, Kota Srinivas Reddy, Vincent Y. F. Tan
Best Arm Identification in Restless Markov Multi-Armed Bandits. CoRR (2022)
Zhirui Chen, P. N. Karthik, Vincent Y. F. Tan, Yeow Meng Chee
Federated Best Arm Identification with Heterogeneous Clients. CoRR (2022)
Kota Srinivas Reddy, P. N. Karthik, Vincent Y. F. Tan
Almost Cost-Free Communication in Federated Best Arm Identification. CoRR (2022)
P. N. Karthik, Rajesh Sundaresan
Learning to Detect an Odd Restless Markov Arm with a Trembling Hand. CoRR (2021)
P. N. Karthik, Rajesh Sundaresan
Learning to Detect an Odd Restless Markov Arm. ISIT (2021)
P. N. Karthik, Rajesh Sundaresan
Detecting an Odd Restless Markov Arm With a Trembling Hand. IEEE Trans. Inf. Theory 67 (8) (2021)
P. N. Karthik, Rajesh Sundaresan
Detecting an Odd Restless Markov Arm with a Trembling Hand. ISIT (2020)
P. N. Karthik, Rajesh Sundaresan
Learning to Detect an Odd Markov Arm. IEEE Trans. Inf. Theory 66 (7) (2020)
P. N. Karthik, Rajesh Sundaresan
Detecting an Odd Restless Markov Arm with a Trembling Hand. CoRR (2020)
P. N. Karthik, Rajesh Sundaresan
Learning to Detect an Odd Markov Arm. CoRR (2019)
P. N. Karthik, Rajesh Sundaresan
Learning to Detect an Odd Markov Arm. ISIT (2019)
P. N. Karthik, Rajesh Sundaresan
On The Equivalence of Projections In Relative α-Entropy and Rényi Divergence. CoRR (2017)