publications
In reversed chronological order
2025
- arXivStabilizing Temporal Difference Learning via Implicit Stochastic ApproximationWorking Paper, 2025
- UAIBayesian Optimization with Inexact Acquisition: Is Random Grid Search Sufficient?Conference on Uncertainty in Artificial Intelligence, 2025
- JUQEnhancing Gaussian Process Surrogates for Optimization and Posterior Approximation via Random ExplorationSIAM/ASA Journal of Uncertainty Quantification, 2025
2024
- ICLRReTaSA: A Nonparametric Functional Estimation Approach for Addressing Continuous Target ShiftInternational Conference on Learning Representations, 2024
2023
2022
- IPGraph-based prior and forward models for inverse problems on manifolds with boundariesInverse Problems, 2022
2019
- IWMSHigh-Dimensional Regression Under Correlated Design: An Extensive Simulation StudyInternational Workshop on Matrices and Statistics, 2019