Statistics and Modeling
Diffusion-Based Hypothesis Testing and Change-Point Detection, 2025.
Robust Score-Based Quickest Change Detection, IEEE Transactions on Information Theory, 2025.
Score-Based Metropolis-Hastings Algorithms, 2025.
Large Deviation Analysis of Score-based Hypothesis Testing, IEEE ACCESS 2024.
Quickest change detection for unnormalized statistical models, QIEEE Transactions on Information Theory, 2024
Model linkage selection for cooperative learning, Journal of Machine Learning Research, 2021
On Statistical Efficiency in Learning, IEEE Transactions on Information Theory, 2020.
Bayesian model comparison with the Hyvärinen score: Computation and consistency, Journal of the American Statistical Association, 2019.
Asymptotically Optimal Prediction for Time-Varying Data Generating , IEEE Transactions on Information Theory, 2019
,
Model Selection Techniques: An Overview, IEEE Signal Processing Magazine, 2018.
Bridging AIC and BIC: a new criterion for autoregression, IEEE Transactions on Signal Processing, 2018.
Analysis of Multistate Autoregressive Models , IEEE Transactions on Signal Processing, 2018.
Slants: Sequential adaptive nonlinear modeling of time series , IEEE Transactions on Signal Processing, 2017.