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Ben Haeffele
Ben Haeffele
Johns Hopkins Unviersity
在 jhu.edu 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Multiscale optical Ca 2+ imaging of tonal organization in mouse auditory cortex
JB Issa, BD Haeffele, A Agarwal, DE Bergles, ED Young, DT Yue
Neuron 83 (4), 944-959, 2014
1932014
Global Optimality in Neural Network Training
BD Haeffele, R Vidal
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
1632017
Global optimality in tensor factorization, deep learning, and beyond
BD Haeffele, R Vidal
arXiv preprint arXiv:1506.07540, 2015
1632015
Structured low-rank matrix factorization: Optimality, algorithm, and applications to image processing
B Haeffele, E Young, R Vidal
International Conference on Machine Learning, 2007-2015, 2014
1542014
Structured low-rank matrix factorization: Global optimality, algorithms, and applications
BD Haeffele, R Vidal
IEEE transactions on pattern analysis and machine intelligence 42 (6), 1468-1482, 2019
792019
Dropout as a Low-Rank Regularizer for Matrix Factorization
J Cavazza, P Morerio, B Haeffele, C Lane, V Murino, R Vidal
arXiv preprint arXiv:1710.05092, 2017
532017
Understanding the Dynamics of Gradient Flow in Overparameterized Linear models
S Tarmoun, G Franca, BD Haeffele, R Vidal
International Conference on Machine Learning, 10153-10161, 2021
442021
Conduction block induced by high frequency AC stimulation in unmyelinated nerves
L Joseph, BD Haeffele, RJ Butera
2007 29th Annual International Conference of the IEEE Engineering in …, 2007
372007
Multiscale mapping of frequency sweep rate in mouse auditory cortex
JB Issa, BD Haeffele, ED Young, DT Yue
Hearing research 344, 207-222, 2017
362017
White-box transformers via sparse rate reduction
Y Yu, S Buchanan, D Pai, T Chu, Z Wu, S Tong, B Haeffele, Y Ma
Advances in Neural Information Processing Systems 36, 9422-9457, 2023
342023
A Critique of Self-Expressive Deep Subspace Clustering
BD Haeffele, C You, R Vidal
International Conference on Learning Represetations, 2021
342021
Blood cell detection and counting in holographic lens-free imaging by convolutional sparse dictionary learning and coding
F Yellin, BD Haeffele, R Vidal
Biomedical Imaging (ISBI 2017), 2017 IEEE 14th International Symposium on …, 2017
232017
Global optimality in separable dictionary learning with applications to the analysis of diffusion mri
E Schwab, BD Haeffele, R Vidal, N Charon
SIAM Journal on Imaging Sciences 12 (4), 1967-2008, 2019
19*2019
Classifying and comparing approaches to subspace clustering with missing data
C Lane, R Boger, C You, M Tsakiris, B Haeffele, R Vidal
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
192019
Doubly Stochastic Subspace Clustering
D Lim, R Vidal, BD Haeffele
arXiv preprint arXiv:2011.14859, 2020
182020
Efficient Reconstruction of Holographic Lens-Free Images by Sparse Phase Recovery
BD Haeffele, R Stahl, G Vanmeerbeeck, R Vidal
International Conference on Medical Image Computing and Computer-Assisted …, 2017
172017
On the regularization properties of structured dropout
A Pal, C Lane, R Vidal, BD Haeffele
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
152020
Interpretable by design: Learning predictors by composing interpretable queries
A Chattopadhyay, S Slocum, BD Haeffele, R Vidal, D Geman
IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (6), 7430-7443, 2022
142022
Quantifying Task Complexity Through Generalized Information Measures
A Chattopadhyay, BD Haeffele, D Geman, R Vidal
112020
Variational Information Pursuit for Interpretable Predictions
A Chattopadhyay, KHR Chan, BD Haeffele, D Geman, R Vidal
International Conference on Learning Representations, 2023
102023
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