| 2024 | ICML | Generative Marginalization Models. | Sulin Liu, Peter J. Ramadge, Ryan P. Adams |
| 2023 | ACL | Latent Positional Information is in the Self-Attention Variance of Transformer Language Models Without Positional Embeddings. | Ta-Chung Chi, Ting-Han Fan, Li-Wei Chen, Alexander Rudnicky, Peter J. Ramadge |
| 2023 | ACL | Dissecting Transformer Length Extrapolation via the Lens of Receptive Field Analysis. | Ta-Chung Chi, Ting-Han Fan, Alexander Rudnicky, Peter J. Ramadge |
| 2023 | EMNLP | Transformer Working Memory Enables Regular Language Reasoning And Natural Language Length Extrapolation. | Ta-Chung Chi, Ting-Han Fan, Alexander Rudnicky, Peter J. Ramadge |
| 2022 | CISS | Safety Control for Prime Focus Spectrograph. | Ting-Han Fan, Athindran Ramesh Kumar, Peter J. Ramadge |
| 2022 | ICML | Training Discrete Deep Generative Models via Gapped Straight-Through Estimator. | Ting-Han Fan, Ta-Chung Chi, Alexander I. Rudnicky, Peter J. Ramadge |
| 2021 | AISTATS | A Contraction Approach to Model-based Reinforcement Learning. | Ting-Han Fan, Peter J. Ramadge |
| 2021 | CISS | An Experimental Study of Balance in Matrix Factorization. | Jennifer Hsia, Peter J. Ramadge |
| 2021 | CISS | DiffLoop: Tuning PID Controllers by Differentiating Through the Feedback Loop. | Athindran Ramesh Kumar, Peter J. Ramadge |
| 2021 | ICML | Accelerating Safe Reinforcement Learning with Constraint-mismatched Baseline Policies. | Tsung-Yen Yang, Justinian Rosca, Karthik Narasimhan, Peter J. Ramadge |
| 2020 | AISTATS | Revisiting the Landscape of Matrix Factorization. | Hossein Valavi, Sulin Liu, Peter J. Ramadge |
| 2020 | ICLR | Projection-Based Constrained Policy Optimization. | Tsung-Yen Yang, Justinian Rosca, Karthik Narasimhan, Peter J. Ramadge |
| 2019 | CISS | Multi-dataset Low-rank Matrix Factorization. | Hossein Valavi, Peter J. Ramadge |
| 2018 | AISTATS | Transfer Learning on fMRI Datasets. | Hejia Zhang, Po-Hsuan Chen, Peter J. Ramadge |
| 2018 | CogSci | Measuring representational similarity across neural networks. | Qihong Lu, Peter J. Ramadge, Kenneth A. Norman, Uri Hasson |
| 2018 | ICASSP | An Upper-Bound on the Required Size of a Neural Network Classifier. | Hossein Valavi, Peter J. Ramadge |
| 2017 | ICASSP | A semi-supervised method for multi-subject FMRI functional alignment. | Javier S. Turek, Theodore L. Willke, Po-Hsuan Chen, Peter J. Ramadge |
| 2014 | ICASSP | Collaborative representation, sparsity or nonlinearity: What is key to dictionary based classification? | Xu Chen, Peter J. Ramadge |
| 2013 | CISS | Music genre classification using multiscale scattering and sparse representations. | Xu Chen, Peter J. Ramadge |
| 2013 | ICASSP | Collaborative denoising of multi-subject fMRI data. | Alexander Lorbert, J. Swaroop Guntupalli, David J. Eis, James V. Haxby, Peter J. Ramadge |
| 2013 | ICASSP | The Pairwise Elastic Net support vector machine for automatic fMRI feature selection. | Alexander Lorbert, Peter J. Ramadge |
| 2013 | ICASSP | Tradeoffs in improved screening of lasso problems. | Yun Wang, Zhen James Xiang, Peter J. Ramadge |
| 2013 | ICASSP | Lasso screening with a small regularization parameter. | Yun Wang, Zhen James Xiang, Peter J. Ramadge |
| 2013 | ICASSP | The 2-codeword screening test for lasso problems. | Hao Wu, Peter J. Ramadge |
| 2013 | ICASSP | The generalized lasso is reducible to a subspace constrained lasso. | Hao Xu, David J. Eis, Peter J. Ramadge |
| 2013 | ICASSP | Three structural results on the lasso problem. | Pingmei Xu, Peter J. Ramadge |
| 2013 | ICASSP | Detecting stimulus driven changes in functional brain connectivity. | Pingmei Xu, Hao Xu, Peter J. Ramadge |
| 2012 | ICASSP | Fast lasso screening tests based on correlations. | Zhen James Xiang, Peter J. Ramadge |
| 2011 | ICASSP | The grouped two-sided orthogonal Procrustes problem. | Bryan R. Conroy, Peter J. Ramadge |
| 2011 | ICASSP | The Rotational Lasso. | Alexander Lorbert, Peter J. Ramadge |
| 2011 | ICASSP | Online Kernel SVM for real-time fMRI brain state prediction. | Yongxin Taylor Xi, Hao Xu, Ray Lee, Peter J. Ramadge |
| 2011 | ICASSP | Real-time conjugate gradients for online fMRI classification. | Hao Xu, Yongxin Taylor Xi, Ray Lee, Peter J. Ramadge |
| 2011 | ICIP | Learning a wavelet tree for multichannel image denoising. | Zhen James Xiang, Zhuo Zhang, Pingmei Xu, Peter J. Ramadge |
| 2010 | CISS | Welcome. | A. Robert Calderbank, Peter J. Ramadge |
| 2010 | ICASSP | Bridge detection and robust geodesics estimation via random walks. | Eugene Brevdo, Peter J. Ramadge |
| 2010 | ICASSP | A supervisory approach to semi-supervised clustering. | Bryan R. Conroy, Yongxin Taylor Xi, Peter J. Ramadge |
| 2010 | ICASSP | Level set estimation on the sphere. | Alexander Lorbert, Peter J. Ramadge |
| 2010 | ICASSP | Morphological wavelets and the complexity of dyadic trees. | Zhen James Xiang, Peter J. Ramadge |
| 2010 | ICIP | Morphological wavelet transform with adaptive dyadic structures. | Zhen James Xiang, Peter J. Ramadge |
| 2009 | ICASSP | Connecting spectral and spring methods for manifold learning. | Shannon M. Hughes, Peter J. Ramadge |
| 2009 | ICASSP | Sparse boosting. | Zhen James Xiang, Peter J. Ramadge |
| 2009 | ICASSP | Separable PCA for image classification. | Yongxin Taylor Xi, Peter J. Ramadge |
| 2009 | ICIP | Using sparse regression to learn effective projections for face recognition. | Yongxin Taylor Xi, Peter J. Ramadge |
| 2005 | ICASSP | Gradient Based Optimization of an EMST Image Registration Function. | Mert R. Sabuncu, Peter J. Ramadge |
| 2004 | ICIP | Fast alignment of digital images using a lower bound on an entropy metric. | Mert R. Sabuncu, Peter J. Ramadge |
| 2002 | ICIP | Data rate smoothing in interactive walkthrough applications using 2D prefetching. | Vitali Zagorodnov, Peter J. Ramadge |
| 2001 | ICIP | Using view interpolation for low bit rate video. | Richard J. Radke, Peter J. Ramadge, Sanjeev R. Kulkarni, Tomio Echigo |
| 2000 | ICIP | Efficiently Estimating Projective Transformations. | Richard J. Radke, Peter J. Ramadge, Tomio Echigo, Shun-ichi Iisaku |
| 2000 | ICIP | Recursive Propagation of Correspondences with Applications to the Creation of Virtual Video. | Richard J. Radke, Peter J. Ramadge, Sanjeev R. Kulkarni, Tomio Echigo, Shun-ichi Iisaku |
| 2000 | ICIP | Error Stabilization in Successive Estimation of Registration Parameters. | Vitali Zagorodnov, Peter J. Ramadge |
| 1999 | ICIP | Ghost Error Elimination and Superimposition of Moving Objects in Video Mosaicing. | Tomio Echigo, Richard J. Radke, Peter J. Ramadge, Hisashi Miyamori, Shun-ichi Iisaku |
| 1999 | ICIP | A Framework for Measuring Video Similarity and Its Application to Video Query by Example. | Yap-Peng Tan, Sanjeev R. Kulkarni, Peter J. Ramadge |
| 1996 | ICIP | Extracting good features for motion estimation. | Yap-Peng Tan, Sanjeev R. Kulkarni, Peter J. Ramadge |
| 1995 | ICIP | A new method for camera motion parameter estimation. | Yap-Peng Tan, Sanjeev R. Kulkarni, Peter J. Ramadge |