Ayush Bharti
7 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
๐
Interdisciplinary Bridge
๐งญ
Keyword Pioneer
๐
Conference Polyglot
(5)
๐
Cross-Pollinator
(12)
๐
Keyword Champion
(3)
Conferences
ICML (2)
UAI (2)
AISTATS (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
approximate bayesian computation
(3)
likelihood-free inference
(2)
model misspecification
(1)
sample complexity
(1)
posterior estimation
(1)
maximum mean discrepancy
(1)
simulation-based inference
(1)
optimal weighting
(1)
neural posterior estimation
(1)
kernel methods
(1)
active learning
(1)
synthetic likelihood
(1)
bayesian inference
(1)
Papers
Cost-aware simulation-based inference
AISTATS 2025
Robust Simulation-Based Inference under Missing Data via Neural Processes
ICLR 2025
Bayesian Active Learning in the Presence of Nuisance Parameters
UAI 2024
Learning relevant contextual variables within Bayesian optimization
UAI 2024
Learning Robust Statistics for Simulation-based Inference under Model Misspecification
NIPS 2023
Optimally-weighted Estimators of the Maximum Mean Discrepancy for Likelihood-Free Inference
ICML 2023
Approximate Bayesian Computation with Domain Expert in the Loop
ICML 2022