Exponential Family Trend Filtering on LatticesElectronic Journal of Statistics (EJS), 2022 |
Spatially Adaptive Online Prediction of Piecewise Regular FunctionsInternational Conference on Algorithmic Learning Theory (ALT), 2022 |
Element-wise Estimation Error of Generalized Fused LassoBernoulli (Bernoulli), 2022 |
A Cross Validation Framework for Signal Denoising with Applications to
Trend Filtering, Dyadic CART and BeyondAnnals of Statistics (Ann. Stat.), 2022 |
Multivariate Trend Filtering for Lattice DataAnnals of Statistics (Ann. Stat.), 2021 |
Tensor denoising with trend filteringMathematical Statistics and Learning (MSL), 2021 |