B. N. Bharath

27 papers B 2Misc 5Journal 17Unranked 3
YearRankTypeTitle / Venue / Authors
2025 Misc conf
Improved Bounds For Online Convex Optimization.
ICASSP
Tanvi S. Nayak, B. N. Bharath
2025 J jnl
Linear Convergence of Decentralized FedAvg for PL Objectives: The Interpolation Regime.
Trans. Mach. Learn. Res.
Shruti P. Maralappanavar, Prashant Khanduri, B. N. Bharath
2025 Misc conf
Online Learning With Non-convex Losses: New Condition To Achieve Small Dynamic Regret.
ICASSP
Sumit Sah, B. N. Bharath
2024 J jnl
On Homomorphic Encryption Based Strategies for Class Imbalance in Federated Learning.
CoRR
Arpit Guleria, J. Harshan, Ranjitha Prasad, B. N. Bharath
2024 J jnl
Wireless Edge Caching and Content Popularity Prediction Using Machine Learning.
IEEE Consumer Electron. Mag.
Krishnendu S. Tharakan, B. N. Bharath, Vimal Bhatia, Jamel Nebhen, Michal Dobrovolny, Tharmalingam Ratnarajah
2023 Misc conf
FedAvg for Minimizing Polyak-Łojasiewicz Objectives: The Interpolation Regime.
ACSSC
Shruti M., Prashant Khanduri, B. N. Bharath
2023 Misc conf
Online Caching with Fetching cost for Arbitrary Demand Pattern: a Drift-Plus-Penalty Approach.
ICASSP
Shashank P, B. N. Bharath
2022 J jnl
Learning to Cache: Federated Caching in a Cellular Network With Correlated Demands.
IEEE Trans. Commun.
Krishnendu S. Tharakan, B. N. Bharath, Navneet Garg, Vimal Bhatia, Tharmalingam Ratnarajah
2022 — conf
Multi-Task Federated Edge Learning (MTFeeL) With SignSGD.
NCC
Sawan Singh Mahara, Shruti M., B. N. Bharath
2022 J jnl
Online Learning of Caching and Recommendation Policies in a Multi-BS Cellular Networks.
CoRR
S. Krishnendu, B. N. Bharath, Vimal Bhatia
2021 Misc conf
Federated Algorithm with Bayesian Approach: Omni-Fedge.
ICASSP
Sai Anuroop Kesanapalli, B. N. Bharath
2021 — conf
Joint Edge Content Cache Placement and Recommendation: Bayesian Approach.
VTC Spring
Krishnendu S. Tharakan, B. N. Bharath, Vimal Bhatia
2021 — conf
Learning Distributed Coded Caching Strategy in a Cellular Network.
VTC Spring
Yash Doshi, B. N. Bharath, Navneet Garg, Vimal Bhatia, Tharmalingam Ratnarajah
2021 B conf
Minimization of Age of Incorrect Estimates of Autoregressive Markov Processes.
WiOpt
Bhavya Joshi, Rajshekhar Vishweshwar Bhat, B. N. Bharath, Rahul Vaze
2021 J jnl
Multi-task Federated Edge Learning (MtFEEL) in Wireless Networks.
CoRR
Sawan Singh Mahara, Shruti M., B. N. Bharath
2020 J jnl
Learning to Cache: Distributed Coded Caching in a Cellular Network With Correlated Demands.
CoRR
S. Krishnendu, B. N. Bharath, Navneet Garg, Vimal Bhatia, Tharmalingam Ratnarajah
2020 J jnl
Online Content Popularity Prediction and Learning in Wireless Edge Caching.
IEEE Trans. Commun.
Navneet Garg, Mathini Sellathurai, Vimal Bhatia, B. N. Bharath, Tharmalingam Ratnarajah
2019 J jnl
Cache Enabled Cellular Network: Algorithm for Cache Placement and Guarantees.
IEEE Wirel. Commun. Lett.
Krishnendu S. Tharakan, B. N. Bharath, Vimal Bhatia
2019 J jnl
Online Learning Models for Content Popularity Prediction In Wireless Edge Caching.
CoRR
Navneet Garg, Vimal Bhatia, B. N. Bharath, Mathini Sellathurai, Tharmalingam Ratnarajah
2019 J jnl
Secure Communication in Dynamic Wireless Ad hoc Networks.
CoRR
B. N. Bharath, Kyatsandra G. Nagananda
2018 J jnl
Caching With Time-Varying Popularity Profiles: A Learning-Theoretic Perspective.
CoRR
B. N. Bharath, Kyatsandra G. Nagananda, Deniz Gündüz, H. Vincent Poor
2018 J jnl
Caching With Time-Varying Popularity Profiles: A Learning-Theoretic Perspective.
IEEE Trans. Commun.
B. N. Bharath, Kyatsandra G. Nagananda, Deniz Gündüz, H. Vincent Poor
2017 B conf
Learning-Based Content Caching with Time-Varying Popularity Profiles.
GLOBECOM
B. N. Bharath, Kyatsandra G. Nagananda, Deniz Gündüz, H. Vincent Poor
2017 J jnl
Time Complexity Analysis of a Distributed Stochastic Optimization in a Non-Stationary Environment.
CoRR
B. N. Bharath, P. Vaishali
2016 J jnl
A Learning-Based Approach to Caching in Heterogenous Small Cell Networks.
IEEE Trans. Commun.
B. N. Bharath, Kyatsandra G. Nagananda, H. Vincent Poor
2016 J jnl
A Probably Approximately Correct Answer to Distributed Stochastic Optimization in a Non-stationary Environment.
CoRR
B. N. Bharath, Vaishali P
2015 J jnl
A Learning-Based Approach to Caching in Heterogenous Small Cell Networks.
CoRR
B. N. Bharath, Kyatsandra G. Nagananda, H. Vincent Poor