Learning parameters of stochastic radio channel models from summaries A Bharti, R Adeogun, T Pedersen IEEE Open Journal of Antennas and Propagation 1, 175-188, 2020 | 24 | 2020 |
Parameter estimation for stochastic channel models using temporal moments A Bharti, R Adeogun, T Pedersen 2019 IEEE International Symposium on Antennas and Propagation and USNC-URSI …, 2019 | 15 | 2019 |
Estimator for stochastic channel model without multipath extraction using temporal moments A Bharti, R Adeogun, T Pedersen 2019 IEEE 20th International Workshop on Signal Processing Advances in …, 2019 | 15 | 2019 |
Calibration of stochastic channel models using approximate Bayesian computation A Bharti, T Pedersen 2019 IEEE Globecom Workshops (GC Wkshps), 1-6, 2019 | 14 | 2019 |
An iterative transfer matrix computation method for propagation graphs in multiroom environments R Adeogun, A Bharti, T Pedersen IEEE Antennas and Wireless Propagation Letters 18 (4), 616-620, 2019 | 10 | 2019 |
Learning Robust Statistics for Simulation-based Inference under Model Misspecification D Huang*, A Bharti*, A Souza, L Acerbi, S Kaski Advances in Neural Information Processing Systems, 2023 | 8 | 2023 |
Optimally-weighted estimators of the maximum mean discrepancy for likelihood-free inference A Bharti, M Naslidnyk, O Key, S Kaski, FX Briol Proceedings of the 40th International Conference in Machine Learning, 2023 | 8 | 2023 |
A general method for calibrating stochastic radio channel models with kernels A Bharti, FX Briol, T Pedersen IEEE Transactions on Antennas and Propagation 70 (6), 3986-4001, 2022 | 8 | 2022 |
Approximate Bayesian Computation with Domain Expert in the Loop A Bharti, L Filstroff, S Kaski Proceedings of the 39th International Conference on Machine Learning 162 …, 2022 | 7 | 2022 |
Joint modeling of received power, mean delay, and delay spread for wideband radio channels A Bharti, R Adeogun, X Cai, W Fan, FX Briol, L Clavier, T Pedersen IEEE Transactions on Antennas and Propagation 69 (8), 4871-4882, 2021 | 6 | 2021 |
Joint statistical modeling of received power, mean delay, and delay spread for indoor wideband radio channels A Bharti, L Clavier, T Pedersen 2020 14th European Conference on Antennas and Propagation (EuCAP), 1-5, 2020 | 6 | 2020 |
Transfer function computation for complex indoor channels using propagation graphs R Adeogun, T Pedersen, A Bharti 2018 IEEE 29th Annual International Symposium on Personal, Indoor and Mobile …, 2018 | 6 | 2018 |
Auto-generated summaries for stochastic radio channel models A Bharti, R Adeogun, T Pedersen 2021 15th European Conference on Antennas and Propagation (EuCAP), 1-5, 2021 | 4 | 2021 |
Maximum likelihood calibration of stochastic multipath radio channel models C Hirsch, A Bharti, T Pedersen, R Waagepetersen IEEE Transactions on Antennas and Propagation 69 (7), 4058-4069, 2020 | 3 | 2020 |
Bayesian Active Learning in the Presence of Nuisance Parameters SJ Sloman, A Bharti, S Kaski The 40th Conference on Uncertainty in Artificial Intelligence, 2024 | 2* | 2024 |
Bayesian inference for stochastic multipath Radio Channel models C Hirsch, A Bharti, T Pedersen, R Waagepetersen IEEE Transactions on Antennas and Propagation 71 (4), 3460-3472, 2023 | 1 | 2023 |
Calibrating Stochastic Radio Channel Models: An Approximate Bayesian Computation Approach A Bharti Aalborg Universitetsforlag, 2021 | 1 | 2021 |
Learning relevant contextual variables within Bayesian optimization J Martinelli, A Bharti, ST John, A Tiihonen, S Sloman, L Filstroff, S Kaski The 40th Conference on Uncertainty in Artificial Intelligence, 2024 | | 2024 |