Transfer Function Computation for Complex Indoor Channels Using Propagation Graphs. - Ramoni Adeogun; Troels Pedersen; Ayush Bharti (PIMRC, 2018)

Calibration of Stochastic Channel Models Using Approximate Bayesian Computation. - Ayush Bharti; Troels Pedersen (GLOBECOM Workshops, 2019)

Estimator for Stochastic Channel Model without Multipath Extraction using Temporal Moments. - Ayush Bharti; Ramoni Adeogun; Troels Pedersen (SPAWC, 2019)

Approximate Bayesian Computation with Domain Expert in the Loop. - Ayush Bharti; Louis Filstroff; Samuel Kaski (ICML, 2022)

Optimally-weighted Estimators of the Maximum Mean Discrepancy for Likelihood-Free Inference. - Ayush Bharti; Masha Naslidnyk; Oscar Key; Samuel Kaski; François-Xavier Briol (ICML, 2023)

Learning Robust Statistics for Simulation-based Inference under Model Misspecification. - Daolang Huang; Ayush Bharti; Amauri H. Souza; Luigi Acerbi; Samuel Kaski (NeurIPS, 2023)

Cost-aware learning of relevant contextual variables within Bayesian optimization. - Julien Martinelli; Ayush Bharti; S. T. John; Armi Tiihonen; Sabina Sloman; Louis Filstroff; Samuel Kaski (CoRR, 2023)

The Fundamental Dilemma of Bayesian Active Meta-learning. - Sabina J. Sloman; Ayush Bharti; Samuel Kaski (CoRR, 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 (UAI, 2024)

Bayesian Active Learning in the Presence of Nuisance Parameters. - Sabina J. Sloman; Ayush Bharti; Julien Martinelli; Samuel Kaski (UAI, 2024)

Cost-aware simulation-based inference. - Ayush Bharti; Daolang Huang; Samuel Kaski; François-Xavier Briol (AISTATS, 2025)

Robust Simulation-Based Inference under Missing Data via Neural Processes. - Yogesh Verma; Ayush Bharti; Vikas Garg 001 (ICLR, 2025)

Multilevel neural simulation-based inference. - Yuga Hikida; Ayush Bharti; Niall Jeffrey; François-Xavier Briol (CoRR, 2025)

ALINE: Joint Amortization for Bayesian Inference and Active Data Acquisition. - Daolang Huang; Xinyi Wen; Ayush Bharti; Samuel Kaski; Luigi Acerbi (CoRR, 2025)