| Sparse and functional principal components analysis GI Allen, M Weylandt 2019 IEEE Data Science Workshop (DSW), 11-16, 2019 | 43 | 2019 |
| Dynamic visualization and fast computation for convex clustering via algorithmic regularization M Weylandt, J Nagorski, GI Allen Journal of Computational and Graphical Statistics 29 (1), 87-96, 2020 | 34 | 2020 |
| HepatoScore‐14: measures of biological heterogeneity significantly improve prediction of hepatocellular carcinoma risk JS Morris, MM Hassan, YE Zohner, Z Wang, L Xiao, A Rashid, A Haque, ... Hepatology 73 (6), 2278-2292, 2021 | 16 | 2021 |
| A Tutorial on Hidden Markov Models using Stan L Damiano, B Peterson, M Weylandt StanCon 2018, 2018 | 13 | 2018 |
| Splitting methods for convex bi-clustering and co-clustering M Weylandt 2019 IEEE Data Science Workshop (DSW), 237-242, 2019 | 11 | 2019 |
| To the fairness frontier and beyond: Identifying, quantifying, and optimizing the fairness-accuracy pareto frontier CO Little, M Weylandt, GI Allen arXiv preprint arXiv:2206.00074, 2022 | 10 | 2022 |
| Network clustering for latent state and changepoint detection M Navarro, GI Allen, M Weylandt arXiv preprint arXiv:2111.01273, 2021 | 4 | 2021 |
| Automatic registration and clustering of time series M Weylandt, G Michailidis ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 4 | 2021 |
| Multi-rank sparse and functional PCA manifold optimization and iterative deflation techniques M Weylandt 2019 IEEE 8th International Workshop on Computational Advances in Multi …, 2019 | 4 | 2019 |
| Simultaneous grouping and denoising via sparse convex wavelet clustering M Weylandt, TM Roddenberry, GI Allen 2021 IEEE Data Science and Learning Workshop (DSLW), 1-8, 2021 | 3 | 2021 |
| Multivariate analysis for multiple network data via semi-symmetric tensor pca M Weylandt, G Michailidis arXiv preprint arXiv:2202.04719, 2022 | 1 | 2022 |
| Computational and Statistical Methodology for Highly Structured Data RM Weylandt Jr Rice University, 2020 | 1 | 2020 |
| Beyond PCA: Additional Dimension Reduction Techniques to Consider in the Development of Climate Fingerprints M Weylandt, LP Swiler Journal of Climate 37 (5), 1723-1735, 2024 | | 2024 |
| A Coupled CP Decomposition for Principal Components Analysis of Symmetric Networks. M Weylandt, G Michailidis CoRR, 2022 | | 2022 |
| Sparse Partial Least Squares for Coarse Noisy Graph Alignment M Weylandt, G Michailidis, TM Roddenberry 2021 IEEE Statistical Signal Processing Workshop (SSP), 561-565, 2021 | | 2021 |
| Ecological correlates of reproductive status in a guild of Afrotropical understory trees AP Drager, M Weylandt, G Chuyong, D Kenfack, DW Thomas, ... bioRxiv, 2021.01. 14.426416, 2021 | | 2021 |
| Automatic Registration and Convex Clustering of Time Series. M Weylandt, G Michailidis CoRR, 2020 | | 2020 |
| Multivariate Modeling of Natural Gas Spot Trading Hubs Incorporating Futures Market Realized Volatility M Weylandt, Y Han, KB Ensor arXiv preprint arXiv:1907.10152, 2019 | | 2019 |
| Bayesian Inference and Volatility Modeling Using Stan L Damiano, M Weylandt | | 2019 |
| Regime Switching and Technical Trading with Dynamic Bayesian Networks in High-Frequency Stock Markets L Damiano, B Peterson, M Weylandt | | 2017 |
Genevera I. AllenAssociate Professor, Electrical and Computer Engineering, Statistics, and Computer Science, RiceVerified email at rice.edu
