Ayush Bharti - RankMe

19 papers A* 4A 3B 1Journal 9Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Amortised and provably-robust simulation-based inference. CoRR Ayush Bharti, Charita Dellaporta, Yuga Hikida, François-Xavier Briol
2025	J	`jnl`	ALINE: Joint Amortization for Bayesian Inference and Active Data Acquisition. CoRR Daolang Huang, Xinyi Wen, Ayush Bharti, Samuel Kaski, Luigi Acerbi
2025	A	`conf`	Cost-aware simulation-based inference. AISTATS Ayush Bharti, Daolang Huang, Samuel Kaski, François-Xavier Briol
2025	J	`jnl`	Multilevel neural simulation-based inference. CoRR Yuga Hikida, Ayush Bharti, Niall Jeffrey, François-Xavier Briol
2025	A*	`conf`	Robust Simulation-Based Inference under Missing Data via Neural Processes. ICLR Yogesh Verma, Ayush Bharti, Vikas Garg
2025	J	`jnl`	Robust Simulation-Based Inference under Missing Data via Neural Processes. CoRR Yogesh Verma, Ayush Bharti, Vikas Garg
2024	A	`conf`	Bayesian Active Learning in the Presence of Nuisance Parameters. UAI Sabina J. Sloman, Ayush Bharti, Julien Martinelli, Samuel Kaski
2024	J	`jnl`	Cost-aware Simulation-based Inference. CoRR Ayush Bharti, Daolang Huang, Samuel Kaski, François-Xavier Briol
2024	A	`conf`	Learning relevant contextual variables within Bayesian optimization. UAI Julien Martinelli, Ayush Bharti, Armi Tiihonen, S. T. John, Louis Filstroff, Sabina J. Sloman, Patrick Rinke, Samuel Kaski
2023	J	`jnl`	Cost-aware learning of relevant contextual variables within Bayesian optimization. CoRR Julien Martinelli, Ayush Bharti, S. T. John, Armi Tiihonen, Sabina Sloman, Louis Filstroff, Samuel Kaski
2023	A*	`conf`	Learning Robust Statistics for Simulation-based Inference under Model Misspecification. NeurIPS Daolang Huang, Ayush Bharti, Amauri H. Souza, Luigi Acerbi, Samuel Kaski
2023	J	`jnl`	Learning Robust Statistics for Simulation-based Inference under Model Misspecification. CoRR Daolang Huang, Ayush Bharti, Amauri H. Souza, Luigi Acerbi, Samuel Kaski
2023	A*	`conf`	Optimally-weighted Estimators of the Maximum Mean Discrepancy for Likelihood-Free Inference. ICML Ayush Bharti, Masha Naslidnyk, Oscar Key, Samuel Kaski, François-Xavier Briol
2023	J	`jnl`	The Fundamental Dilemma of Bayesian Active Meta-learning. CoRR Sabina J. Sloman, Ayush Bharti, Samuel Kaski
2022	A*	`conf`	Approximate Bayesian Computation with Domain Expert in the Loop. ICML Ayush Bharti, Louis Filstroff, Samuel Kaski
2022	J	`jnl`	Approximate Bayesian Computation with Domain Expert in the Loop. CoRR Ayush Bharti, Louis Filstroff, Samuel Kaski
2019	—	`conf`	Calibration of Stochastic Channel Models Using Approximate Bayesian Computation. GLOBECOM Workshops Ayush Bharti, Troels Pedersen
2019	—	`conf`	Estimator for Stochastic Channel Model without Multipath Extraction using Temporal Moments. SPAWC Ayush Bharti, Ramoni Adeogun, Troels Pedersen
2018	B	`conf`	Transfer Function Computation for Complex Indoor Channels Using Propagation Graphs. PIMRC Ramoni Adeogun, Troels Pedersen, Ayush Bharti