Ayush Bharti
Academy Research Fellow
Academy Research Fellow
T313 Dept. Computer Science
Full researcher profile
https://research.aalto.fi/...
Email
[email protected]
Postal address
Konemiehentie 2
02150 Espoo
Finland
Research groups
- Probabilistic Machine Learning, Academy Research Fellow
- Professorship Kaski Samuel, Academy Research Fellow
Publications
Learning Robust Statistics for Simulation-based Inference under Model Misspecification
Daolang Huang, Ayush Bharti, Amauri Holanda De Souza Junior, Luigi Acerbi, Samuel Kaski
2024
Advances in Neural Information Processing Systems 36 - 37th Conference on Neural Information Processing Systems, NeurIPS 2023
Learning relevant contextual variables within Bayesian optimization
Julien Martinelli, Ayush Bharti, Armi Tiihonen, S. T. John, Louis Filstroff, Sabina J. Sloman, Patrick Rinke, Samuel Kaski
2024
Proceedings of the Fortieth Conference on Uncertainty in Artificial Intelligence
Bayesian Active Learning in the Presence of Nuisance Parameters
Sabina J. Sloman, Ayush Bharti, Julien Martinelli, Samuel Kaski
2024
Proceedings of the Fortieth Conference on Uncertainty in Artificial Intelligence
Optimally-weighted Estimators of the Maximum Mean Discrepancy for Likelihood-Free Inference
Ayush Bharti, Masha Naslidnyk, Oscar Key, Samuel Kaski, Francois Xavier Briol
2023
Proceedings of the 40th International Conference on Machine Learning
Bayesian Inference for Stochastic Multipath Radio Channel Models
Christian Hirsch, Ayush Bharti, Troels Pedersen, Rasmus Waagepetersen
2023
IEEE Transactions on Antennas and Propagation
A General Method for Calibrating Stochastic Radio Channel Models with Kernels
Ayush Bharti, Francois Xavier Briol, Troels Pedersen
2022
IEEE Transactions on Antennas and Propagation
Approximate Bayesian Computation with Domain Expert in the Loop
Ayush Bharti, Louis Filstroff, Samuel Kaski
2022
Proceedings of the 39th International Conference on Machine Learning
