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Ayush Bharti
Ayush Bharti
Academy research fellow at Aalto University
Verified email at aalto.fi - Homepage
Title
Cited by
Cited by
Year
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
292023
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
272020
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
172019
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
162019
Calibration of stochastic channel models using approximate Bayesian computation
A Bharti, T Pedersen
2019 IEEE Globecom Workshops (GC Wkshps), 1-6, 2019
152019
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
142023
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
132022
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
122022
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
112019
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
92021
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
72018
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
Bayesian Active Learning in the Presence of Nuisance Parameters
SJ Sloman, A Bharti, S Kaski
The 40th Conference on Uncertainty in Artificial Intelligence, 2024
5*2024
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
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
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
22023
Cost-aware simulation-based inference
A Bharti, D Huang, S Kaski, FX Briol
arXiv preprint arXiv:2410.07930, 2024
12024
Calibrating Stochastic Radio Channel Models: An Approximate Bayesian Computation Approach
A Bharti
12021
Robust Simulation-Based Inference under Missing Data via Neural Processes
Y Verma, A Bharti, V Garg
The Thirteenth International Conference on Learning Representations, 2025
2025
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
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