Ayush Bharti

Academy Research Fellow
Academy Research Fellow
T313 Dept. Computer Science
Full researcher profile
https://research.aalto.fi/...
Sähköposti
[email protected]
Postiosoite
Konemiehentie 2 02150 Espoo Finland

Tutkimusryhmät

  • Probabilistic Machine Learning, Academy Research Fellow
  • Professorship Kaski Samuel, Academy Research Fellow

Julkaisut

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

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