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Ayush Bharti
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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
232020
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
152019
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
152019
Calibration of stochastic channel models using approximate Bayesian computation
A Bharti, T Pedersen
2019 IEEE Globecom Workshops (GC Wkshps), 1-6, 2019
142019
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
102019
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
72022
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
62023
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
62022
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
62021
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
62020
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
62018
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
42021
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
32023
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
32020
The Fundamental Dilemma of Bayesian Active Meta-learning
SJ Sloman, A Bharti, S Kaski
arXiv preprint arXiv:2310.14968, 2023
12023
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
12023
Calibrating Stochastic Radio Channel Models: An Approximate Bayesian Computation Approach
A Bharti
Aalborg Universitetsforlag, 2021
12021
Learning relevant contextual variables within Bayesian optimization
J Martinelli, A Bharti, A Tiihonen, L Filstroff, ST John, SJ Sloman, P Rinke, ...
NeurIPS 2023 Workshop on Adaptive Experimental Design and Active Learning in …, 2023
2023
Cost-aware learning of relevant contextual variables within Bayesian optimization
J Martinelli, A Bharti, ST John, A Tiihonen, S Sloman, L Filstroff, S Kaski
arXiv preprint arXiv:2305.14120, 2023
2023
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