| 2025 | ICML | The Noisy Laplacian: a Threshold Phenomenon for Non-Linear Dimension Reduction. | Alex Kokot, Octavian-Vlad Murad, Marina Meila |
| 2024 | AISTATS | Consistency of Dictionary-Based Manifold Learning. | Samson J. Koelle, Hanyu Zhang, Octavian-Vlad Murad, Marina Meila |
| 2016 | ISAIM | Benchmarking recovery theorems for the DC-SBM. | Yali Wan, Marina Meila |
| 2013 | AISTATS | Consensus Ranking with Signed Permutations. | Raman Arora, Marina Meila |
| 2010 | UAI | Dirichlet Process Mixtures of Generalized Mallows Models. | Marina Meila, Harr Chen |
| 2008 | IGARSS | Gravimetric Detection by Compressed Sensing. | Marina Meila, Caren Marzban, Ulvi Yurtsever |
| 2008 | UAI | Estimation and clustering with infinite rankings. | Marina Meila, Le Bao |
| 2007 | UAI | Consensus ranking under the exponential model. | Marina Meila, Kapil Phadnis, Arthur Patterson, Jeff A. Bilmes |
| 2007 | SDM | Clustering by weighted cuts in directed graphs. | Marina Meila, William Pentney |
| 2006 | ICML | The uniqueness of a good optimum for K-means. | Marina Meila |
| 2005 | AAAI | Spectral Clustering of Biological Sequence Data. | William Pentney, Marina Meila |
| 2005 | AISTATS | Regularized spectral learning. | Marina Meila, Susan M. Shortreed, Liang Xu |
| 2005 | ICML | Comparing clusterings: an axiomatic view. | Marina Meila |
| 2005 | UAI | Unsupervised Spectral Learning. | Susan M. Shortreed, Marina Meila |
| 2003 | AISTATS | Data centering in feature space. | Marina Meila |
| 2003 | COLT | Comparing Clusterings by the Variation of Information. | Marina Meila |
| 2003 | ICCV | A New Paradigm for Recognizing 3-D Object Shapes from Range Data. | Salvador Ruiz-Correa, Linda G. Shapiro, Marina Meila |
| 2003 | ICRA | Adaptive real-time particle filters for robot localization. | Cody C. T. Kwok, Dieter Fox, Marina Meila |
| 2001 | AISTATS | A Random Walks View of Spectral Segmentation. | Marina Meila, Jianbo Shi |
| 2001 | CVPR | A New Signature-Based Method for Efficient 3-D Object Recognition. | Salvador Ruiz-Correa, Linda G. Shapiro, Marina Meila |
| 2000 | UAI | Tractable Bayesian Learning of Tree Belief Networks. | Marina Meila, Tommi S. Jaakkola |
| 1999 | ICML | An Accelerated Chow and Liu Algorithm: Fitting Tree Distributions to High-Dimensional Sparse Data. | Marina Meila |
| 1998 | UAI | An Experimental Comparison of Several Clustering and Initialization Methods. | Marina Meila, David Heckerman |
| 1997 | AISTATS | An Objective Function for Belief Net Triangulation. | Marina Meila, Michael I. Jordan |