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Peter J. Ramadge
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2020 – today
- 2024
- [c79]Sulin Liu, Peter J. Ramadge, Ryan P. Adams:
Generative Marginalization Models. ICML 2024 - 2023
- [j19]Athindran Ramesh Kumar
, Kai-Chieh Hsu
Fast, Smooth, and Safe: Implicit Control Barrier Functions Through Reach-Avoid Differential Dynamic Programming. IEEE Control. Syst. Lett. 7: 2994-2999 (2023) - [c78]Ta-Chung Chi, Ting-Han Fan, Li-Wei Chen, Alexander Rudnicky, Peter J. Ramadge:
Latent Positional Information is in the Self-Attention Variance of Transformer Language Models Without Positional Embeddings. ACL (2) 2023: 1183-1193 - [c77]Ta-Chung Chi, Ting-Han Fan, Alexander Rudnicky, Peter J. Ramadge:
Dissecting Transformer Length Extrapolation via the Lens of Receptive Field Analysis. ACL (1) 2023: 13522-13537 - [c76]Ta-Chung Chi, Ting-Han Fan, Alexander Rudnicky, Peter J. Ramadge:
Transformer Working Memory Enables Regular Language Reasoning And Natural Language Length Extrapolation. EMNLP (Findings) 2023: 5972-5984 - [i23]Ta-Chung Chi, Ting-Han Fan, Alexander I. Rudnicky
Transformer Working Memory Enables Regular Language Reasoning and Natural Language Length Extrapolation. CoRR abs/2305.03796 (2023) - [i22]Ta-Chung Chi, Ting-Han Fan, Li-Wei Chen, Alexander I. Rudnicky, Peter J. Ramadge:
Latent Positional Information is in the Self-Attention Variance of Transformer Language Models Without Positional Embeddings. CoRR abs/2305.13571 (2023) - [i21]Athindran Ramesh Kumar, Kai-Chieh Hsu, Peter J. Ramadge, Jaime F. Fisac:
Fast, Smooth, and Safe: Implicit Control Barrier Functions through Reach-Avoid Differential Dynamic Programming. CoRR abs/2307.00193 (2023) - [i20]Sulin Liu, Peter J. Ramadge, Ryan P. Adams:
Generative Marginalization Models. CoRR abs/2310.12920 (2023) - 2022
- [j18]Jonathan C. Spencer
Expert Intervention Learning. Auton. Robots 46(1): 99-113 (2022) - [c75]Ting-Han Fan, Athindran Ramesh Kumar
Safety Control for Prime Focus Spectrograph. CISS 2022: 269-274 - [c74]Ting-Han Fan, Ta-Chung Chi, Alexander I. Rudnicky, Peter J. Ramadge:
Training Discrete Deep Generative Models via Gapped Straight-Through Estimator. ICML 2022: 6059-6073 - [c73]Ta-Chung Chi, Ting-Han Fan, Peter J. Ramadge, Alexander Rudnicky:
KERPLE: Kernelized Relative Positional Embedding for Length Extrapolation. NeurIPS 2022 - [c72]Tsung-Yen Yang, Justinian Rosca, Karthik Narasimhan, Peter J. Ramadge:
Learning Physics Constrained Dynamics Using Autoencoders. NeurIPS 2022 - [i19]Ta-Chung Chi, Ting-Han Fan, Peter J. Ramadge, Alexander I. Rudnicky
KERPLE: Kernelized Relative Positional Embedding for Length Extrapolation. CoRR abs/2205.09921 (2022) - [i18]Ting-Han Fan, Ta-Chung Chi, Alexander I. Rudnicky
Training Discrete Deep Generative Models via Gapped Straight-Through Estimator. CoRR abs/2206.07235 (2022) - 2021
- [c71]Ting-Han Fan, Peter J. Ramadge:
A Contraction Approach to Model-based Reinforcement Learning. AISTATS 2021: 325-333 - [c70]Athindran Ramesh Kumar
Learning to Control Using a Convex Combination of Controllers. ACC 2021: 4976-4982 - [c69]Jennifer Hsia, Peter J. Ramadge:
An Experimental Study of Balance in Matrix Factorization. CISS 2021: 1-6 - [c68]Athindran Ramesh Kumar
DiffLoop: Tuning PID Controllers by Differentiating Through the Feedback Loop. CISS 2021: 1-6 - [c67]Tsung-Yen Yang, Justinian Rosca, Karthik Narasimhan, Peter J. Ramadge:
Accelerating Safe Reinforcement Learning with Constraint-mismatched Baseline Policies. ICML 2021: 11795-11807 - [c66]Tsung-Yen Yang, Michael Y. Hu, Yinlam Chow, Peter J. Ramadge, Karthik Narasimhan:
Safe Reinforcement Learning with Natural Language Constraints. NeurIPS 2021: 13794-13808 - [i17]Athindran Ramesh Kumar, Peter J. Ramadge:
DiffLoop: Tuning PID controllers by differentiating through the feedback loop. CoRR abs/2106.10516 (2021) - [i16]Ting-Han Fan, Peter J. Ramadge:
Explaining Off-Policy Actor-Critic From A Bias-Variance Perspective. CoRR abs/2110.02421 (2021) - [i15]Athindran Ramesh Kumar, Sulin Liu, Jaime F. Fisac, Ryan P. Adams, Peter J. Ramadge:
ProBF: Learning Probabilistic Safety Certificates with Barrier Functions. CoRR abs/2112.12210 (2021) - 2020
- [j17]Manoj Kumar
BrainIAK tutorials: User-friendly learning materials for advanced fMRI analysis. PLoS Comput. Biol. 16(1) (2020) - [c65]Hossein Valavi, Sulin Liu, Peter J. Ramadge:
Revisiting the Landscape of Matrix Factorization. AISTATS 2020: 1629-1638 - [c64]Tsung-Yen Yang, Justinian Rosca, Karthik Narasimhan, Peter J. Ramadge:
Projection-Based Constrained Policy Optimization. ICLR 2020 - [c63]Sulin Liu, Xingyuan Sun, Peter J. Ramadge, Ryan P. Adams:
Task-Agnostic Amortized Inference of Gaussian Process Hyperparameters. NeurIPS 2020 - [c62]Jonathan C. Spencer, Sanjiban Choudhury, Matt Barnes, Matthew Schmittle, Mung Chiang, Peter J. Ramadge, Siddhartha S. Srinivasa:
Learning from Interventions: Human-robot interaction as both explicit and implicit feedback. Robotics: Science and Systems 2020 - [i14]Hossein Valavi, Sulin Liu, Peter J. Ramadge:
The Landscape of Matrix Factorization Revisited. CoRR abs/2002.12795 (2020) - [i13]Tsung-Yen Yang, Justinian Rosca, Karthik Narasimhan, Peter J. Ramadge:
Accelerating Safe Reinforcement Learning with Constraint-mismatched Policies. CoRR abs/2006.11645 (2020) - [i12]Ting-Han Fan, Peter J. Ramadge:
A Contraction Approach to Model-based Reinforcement Learning. CoRR abs/2009.08586 (2020) - [i11]Tsung-Yen Yang, Justinian Rosca, Karthik Narasimhan, Peter J. Ramadge:
Projection-Based Constrained Policy Optimization. CoRR abs/2010.03152 (2020) - [i10]Tsung-Yen Yang, Michael Y. Hu, Yinlam Chow, Peter J. Ramadge, Karthik Narasimhan:
Safe Reinforcement Learning with Natural Language Constraints. CoRR abs/2010.05150 (2020)
2010 – 2019
- 2019
- [j16]Hossein Valavi
A 64-Tile 2.4-Mb In-Memory-Computing CNN Accelerator Employing Charge-Domain Compute. IEEE J. Solid State Circuits 54(6): 1789-1799 (2019) - [c61]Hossein Valavi, Peter J. Ramadge:
Multi-dataset Low-rank Matrix Factorization. CISS 2019: 1-5 - [i9]Yueh-Hua Wu, Ting-Han Fan, Peter J. Ramadge, Hao Su:
Model Imitation for Model-Based Reinforcement Learning. CoRR abs/1909.11821 (2019) - 2018
- [j15]Kiran Vodrahalli, Po-Hsuan Chen, Yingyu Liang, Christopher Baldassano
Mapping between fMRI responses to movies and their natural language annotations. NeuroImage 180(Part): 223-231 (2018) - [c60]Hejia Zhang, Po-Hsuan Chen, Peter J. Ramadge:
Transfer Learning on fMRI Datasets. AISTATS 2018: 595-603 - [c59]Qihong Lu, Peter J. Ramadge, Kenneth A. Norman, Uri Hasson:
Measuring representational similarity across neural networks. CogSci 2018 - [c58]Sara Fridovich-Keil, Peter J. Ramadge:
Contact Surface Area: A Novel Signal for Heart Rate Estimation in Smartphone Videos. GlobalSIP 2018: 444-448 - [c57]Hossein Valavi, Peter J. Ramadge:
An Upper-Bound on the Required Size of a Neural Network Classifier. ICASSP 2018: 2356-2360 - [c56]Hossein Valavi, Peter J. Ramadge, Eric Nestler, Naveen Verma:
A Mixed-Signal Binarized Convolutional-Neural-Network Accelerator Integrating Dense Weight Storage and Multiplication for Reduced Data Movement. VLSI Circuits 2018: 141-142 - [i8]Qihong Lu
Shared Representational Geometry Across Neural Networks. CoRR abs/1811.11684 (2018) - 2017
- [j14]Zhen James Xiang, Yun Wang, Peter J. Ramadge
Screening Tests for Lasso Problems. IEEE Trans. Pattern Anal. Mach. Intell. 39(5): 1008-1027 (2017) - [c55]Javier S. Turek
A semi-supervised method for multi-subject FMRI functional alignment. ICASSP 2017: 1098-1102 - 2016
- [c54]Michael J. Anderson, Mihai Capota
Enabling factor analysis on thousand-subject neuroimaging datasets. IEEE BigData 2016: 1151-1160 - [c53]Carolyn L. Chen, Jeffrey O. Snyder, Peter J. Ramadge:
Learning to identify container contents through tactile vibration signatures. SIMPAR 2016: 43-48 - [i7]Michael J. Anderson, Mihai Capota, Javier S. Turek, Xia Zhu, Theodore L. Willke, Yida Wang, Po-Hsuan Chen, Jeremy R. Manning, Peter J. Ramadge, Kenneth A. Norman:
Enabling Factor Analysis on Thousand-Subject Neuroimaging Datasets. CoRR abs/1608.04647 (2016) - [i6]Po-Hsuan Chen, Xia Zhu, Hejia Zhang, Javier S. Turek, Janice Chen, Theodore L. Willke, Uri Hasson, Peter J. Ramadge:
A Convolutional Autoencoder for Multi-Subject fMRI Data Aggregation. CoRR abs/1608.04846 (2016) - [i5]Yun Wang, Xu Chen, Peter J. Ramadge:
Feedback-Controlled Sequential Lasso Screening. CoRR abs/1608.06010 (2016) - [i4]Yun Wang, Peter J. Ramadge:
The Symmetry of a Simple Optimization Problem in Lasso Screening. CoRR abs/1608.06014 (2016) - [i3]Hejia Zhang, Po-Hsuan Chen, Janice Chen, Xia Zhu, Javier S. Turek, Theodore L. Willke, Uri Hasson, Peter J. Ramadge:
A Searchlight Factor Model Approach for Locating Shared Information in Multi-Subject fMRI Analysis. CoRR abs/1609.09432 (2016) - [i2]Kiran Vodrahalli, Po-Hsuan Chen, Yingyu Liang, Janice Chen, Esther Yong, Christopher J. Honey, Peter J. Ramadge, Kenneth A. Norman, Sanjeev Arora:
Mapping Between Natural Movie fMRI Responses and Word-Sequence Representations. CoRR abs/1610.03914 (2016) - 2015
- [c52]Po-Hsuan Chen, Janice Chen, Yaara Yeshurun, Uri Hasson, James V. Haxby, Peter J. Ramadge:
A Reduced-Dimension fMRI Shared Response Model. NIPS 2015: 460-468 - 2014
- [c51]Xu Chen, Peter J. Ramadge:
Collaborative representation, sparsity or nonlinearity: What is key to dictionary based classification? ICASSP 2014: 5227-5231 - [c50]Po-Hsuan Chen, J. Swaroop Guntupalli
Joint SVD-Hyperalignment for multi-subject FMRI data alignment. MLSP 2014: 1-6 - [i1]Zhen James Xiang, Yun Wang, Peter J. Ramadge:
Screening Tests for Lasso Problems. CoRR abs/1405.4897 (2014) - 2013
- [j13]Bryan R. Conroy, Benjamin D. Singer, J. Swaroop Guntupalli
Inter-subject alignment of human cortical anatomy using functional connectivity. NeuroImage 81: 400-411 (2013) - [c49]Xu Chen, Peter J. Ramadge:
Music genre classification using multiscale scattering and sparse representations. CISS 2013: 1-6 - [c48]Yun Wang, Xu Chen, Peter J. Ramadge:
Sparse representation classification via sequential Lasso screening. GlobalSIP 2013: 1001-1004 - [c47]Alexander Lorbert, J. Swaroop Guntupalli
Collaborative denoising of multi-subject fMRI data. ICASSP 2013: 1008-1012 - [c46]Alexander Lorbert, Peter J. Ramadge:
The Pairwise Elastic Net support vector machine for automatic fMRI feature selection. ICASSP 2013: 1036-1040 - [c45]Hao Xu, David J. Eis, Peter J. Ramadge:
The generalized lasso is reducible to a subspace constrained lasso. ICASSP 2013: 3268-3272 - [c44]Yun Wang, Zhen James Xiang, Peter J. Ramadge:
Tradeoffs in improved screening of lasso problems. ICASSP 2013: 3297-3301 - [c43]Hao Wu, Peter J. Ramadge:
The 2-codeword screening test for lasso problems. ICASSP 2013: 3307-3311 - [c42]Yun Wang, Zhen James Xiang, Peter J. Ramadge:
Lasso screening with a small regularization parameter. ICASSP 2013: 3342-3346 - [c41]Pingmei Xu, Peter J. Ramadge:
Three structural results on the lasso problem. ICASSP 2013: 3392-3396 - [c40]Pingmei Xu, Hao Xu, Peter J. Ramadge:
Detecting stimulus driven changes in functional brain connectivity. ICASSP 2013: 3507-3511 - 2012
- [j12]Zhen James Xiang, Peter J. Ramadge:
Edge-Preserving Image Regularization Based on Morphological Wavelets and Dyadic Trees. IEEE Trans. Image Process. 21(4): 1548-1560 (2012) - [c39]Zhen James Xiang, Peter J. Ramadge:
Fast lasso screening tests based on correlations. ICASSP 2012: 2137-2140 - [c38]Alexander Lorbert, Peter J. Ramadge:
Kernel Hyperalignment. NIPS 2012: 1799-1807 - [c37]Hao Xu, Alexander Lorbert, Peter J. Ramadge, J. Swaroop Guntupalli
Regularized hyperalignment of multi-set fMRI data. SSP 2012: 229-232 - 2011
- [c36]Hao Xu, Yongxin Taylor Xi, Ray Lee, Peter J. Ramadge:
Real-time conjugate gradients for online fMRI classification. ICASSP 2011: 565-568 - [c35]Yongxin Taylor Xi, Hao Xu, Ray Lee, Peter J. Ramadge:
Online Kernel SVM for real-time fMRI brain state prediction. ICASSP 2011: 2040-2043 - [c34]Bryan R. Conroy, Peter J. Ramadge:
The grouped two-sided orthogonal Procrustes problem. ICASSP 2011: 3688-3691 - [c33]Alexander Lorbert, Peter J. Ramadge:
The Rotational Lasso. ICASSP 2011: 3896-3899 - [c32]Zhen James Xiang, Zhuo Zhang, Pingmei Xu, Peter J. Ramadge:
Learning a wavelet tree for multichannel image denoising. ICIP 2011: 2565-2568 - [c31]Zhen James Xiang, Hao Xu, Peter J. Ramadge:
Learning Sparse Representations of High Dimensional Data on Large Scale Dictionaries. NIPS 2011: 900-908 - 2010
- [c30]A. Robert Calderbank, Peter J. Ramadge:
Welcome. CISS 2010: 1-2 - [c29]Bryan R. Conroy, Yongxin Taylor Xi, Peter J. Ramadge:
A supervisory approach to semi-supervised clustering. ICASSP 2010: 1858-1861 - [c28]Eugene Brevdo, Peter J. Ramadge:
Bridge detection and robust geodesics estimation via random walks. ICASSP 2010: 2102-2105 - [c27]Alexander Lorbert, Peter J. Ramadge:
Level set estimation on the sphere. ICASSP 2010: 2202-2205 - [c26]Zhen James Xiang, Peter J. Ramadge:
Morphological wavelets and the complexity of dyadic trees. ICASSP 2010: 4030-4033 - [c25]Zhen James Xiang, Peter J. Ramadge:
Morphological wavelet transform with adaptive dyadic structures. ICIP 2010: 1677-1680 - [c24]Alexander Lorbert, Peter J. Ramadge:
Descent Methods for Tuning Parameter Refinement. AISTATS 2010: 469-476 - [c23]Alexander Lorbert, David J. Eis, Victoria Kostina, David M. Blei, Peter J. Ramadge:
Exploiting Covariate Similarity in Sparse Regression via the Pairwise Elastic Net. AISTATS 2010: 477-484
2000 – 2009
- 2009
- [c22]Shannon M. Hughes, Peter J. Ramadge:
Connecting spectral and spring methods for manifold learning. ICASSP 2009: 1565-1568 - [c21]Zhen James Xiang, Peter J. Ramadge:
Sparse boosting. ICASSP 2009: 1625-1628 - [c20]Yongxin Taylor Xi, Peter J. Ramadge:
Separable PCA for image classification. ICASSP 2009: 1805-1808 - [c19]Yongxin Taylor Xi, Peter J. Ramadge:
Using sparse regression to learn effective projections for face recognition. ICIP 2009: 3333-3336 - [c18]Bryan R. Conroy, Benjamin D. Singer, James V. Haxby, Peter J. Ramadge:
fMRI-Based Inter-Subject Cortical Alignment Using Functional Connectivity. NIPS 2009: 378-386 - [c17]Zhen James Xiang, Yongxin Taylor Xi, Uri Hasson, Peter J. Ramadge:
Boosting with Spatial Regularization. NIPS 2009: 2107-2115 - [c16]Yongxin Taylor Xi, Zhen James Xiang, Peter J. Ramadge, Robert E. Schapire:
Speed and Sparsity of Regularized Boosting. AISTATS 2009: 615-622 - 2008
- [j11]Mert R. Sabuncu
Using Spanning Graphs for Efficient Image Registration. IEEE Trans. Image Process. 17(5): 788-797 (2008) - 2005
- [c15]Mert Rory Sabuncu, Peter J. Ramadge:
Graph-theoretic image registration using prior examples. EUSIPCO 2005: 1-4 - [c14]Mert R. Sabuncu
Gradient Based Optimization of an EMST Image Registration Function. ICASSP (2) 2005: 253-256 - 2004
- [c13]Mert R. Sabuncu, Peter J. Ramadge:
Fast alignment of digital images using a lower bound on an entropy metric. ICIP 2004: 1919-1922 - 2003
- [j10]Richard J. Radke
Efficiently synthesizing virtual video. IEEE Trans. Circuits Syst. Video Technol. 13(4): 325-337 (2003) - [c12]Mert R. Sabuncu, Peter J. Ramadge:
Spatial Information in Entropy-Based Image Registration. WBIR 2003: 132-141 - 2002
- [c11]Vitali Zagorodnov, Peter J. Ramadge:
Data rate smoothing in interactive walkthrough applications using 2D prefetching. ICIP (3) 2002: 201-204 - 2001
- [c10]Richard J. Radke, Peter J. Ramadge, Sanjeev R. Kulkarni, Tomio Echigo:
Using view interpolation for low bit rate video. ICIP (1) 2001: 453-456 - [c9]Richard J. Radke, Vitali Zagorodnov, Sanjeev R. Kulkarni, Peter J. Ramadge:
Estimating Correspondence in Digital Video. ITCC 2001: 196-201 - 2000
- [j9]Yap-Peng Tan, Drew D. Saur, Sanjeev R. Kulkarni, Peter J. Ramadge:
Rapid estimation of camera motion from compressed video with application to video annotation. IEEE Trans. Circuits Syst. Video Technol. 10(1): 133-146 (2000) - [c8]Vitali Zagorodnov, Peter J. Ramadge:
Error Stabilization in Successive Estimation of Registration Parameters. ICIP 2000: 228-231 - [c7]Richard J. Radke, Peter J. Ramadge, Tomio Echigo, Shun-ichi Iisaku:
Efficiently Estimating Projective Transformations. ICIP 2000: 232-235 - [c6]Richard J. Radke, Peter J. Ramadge, Sanjeev R. Kulkarni, Tomio Echigo, Shun-ichi Iisaku:
Recursive Propagation of Correspondences with Applications to the Creation of Virtual Video. ICIP 2000: 250-253
1990 – 1999
- 1999
- [c5]Yap-Peng Tan, Sanjeev R. Kulkarni, Peter J. Ramadge:
A Framework for Measuring Video Similarity and Its Application to Video Query by Example. ICIP (2) 1999: 106-110 - [c4]Tomio Echigo, Richard J. Radke, Peter J. Ramadge, Hisashi Miyamori, Shun-ichi Iisaku:
Ghost Error Elimination and Superimposition of Moving Objects in Video Mosaicing. ICIP (4) 1999: 128-132 - 1998
- [j8]Stefano Di Gennaro
Reduction of Timed Hybrid Systems. Discret. Event Dyn. Syst. 8(4): 343-351 (1998) - [j7]Judith Hocherman-Frommer, Sanjeev R. Kulkarni, Peter J. Ramadge:
Controller switching based on output prediction errors. IEEE Trans. Autom. Control. 43(5): 596-607 (1998) - 1997
- [c3]Drew D. Saur, Yap-Peng Tan, Sanjeev R. Kulkarni, Peter J. Ramadge:
Automated Analysis and Annotation of Basketball Video. Storage and Retrieval for Image and Video Databases (SPIE) 1997: 176-187 - 1996
- [j6]Sanjeev R. Kulkarni, Peter J. Ramadge:
Model and controller selection policies based on output prediction errors. IEEE Trans. Autom. Control. 41(11): 1594-1604 (1996) - [c2]Yap-Peng Tan, Sanjeev R. Kulkarni, Peter J. Ramadge:
Extracting good features for motion estimation. ICIP (1) 1996: 117-120 - 1995
- [c1]Yap-Peng Tan, Sanjeev R. Kulkarni, Peter J. Ramadge:
A new method for camera motion parameter estimation. ICIP 1995: 406-409 - 1994
- [j5]Edwin K. P. Chong
Stochastic optimization of regenerative systems using infinitesimal perturbation analysis. IEEE Trans. Autom. Control. 39(7): 1400-1410 (1994) - 1993
- [j4]Chris Chase, Joseph Serrano, Peter J. Ramadge:
Periodicity and chaos from switched flow systems: contrasting examples of discretely controlled continuous systems. IEEE Trans. Autom. Control. 38(1): 70-83 (1993)
1980 – 1989
- 1989
- [j3]Peter J. Ramadge, Walter Murray Wonham:
The control of discrete event systems. Proc. IEEE 77(1): 81-98 (1989) - 1988
- [j2]W. M. Wonham, Peter J. Ramadge:
Modular supervisory control of discrete-event systems. Math. Control. Signals Syst. 1(1): 13-30 (1988) - 1981
- [j1]Graham C. Goodwin, Peter J. Ramadge, Peter E. Caines:
A globally convergent adaptive predictor. Autom. 17(1): 135-140 (1981)
Coauthor Index
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