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25 Results
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Poster
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Tue 7:45 |
Phase Retrieval Under a Generative Prior Paul Hand · Oscar Leong · Vlad Voroninski |
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Poster
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Thu 14:00 |
Efficient online algorithms for fast-rate regret bounds under sparsity Pierre Gaillard · Olivier Wintenberger |
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Poster
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Thu 14:00 |
Sample Efficient Stochastic Gradient Iterative Hard Thresholding Method for Stochastic Sparse Linear Regression with Limited Attribute Observation Tomoya Murata · Taiji Suzuki |
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Poster
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Thu 14:00 |
Deep Functional Dictionaries: Learning Consistent Semantic Structures on 3D Models from Functions Minhyuk Sung · Hao Su · Ronald Yu · Leonidas Guibas |
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Poster
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Tue 7:45 |
Neural Proximal Gradient Descent for Compressive Imaging Morteza Mardani · Qingyun Sun · David Donoho · Vardan Papyan · Hatef Monajemi · Shreyas Vasanawala · John Pauly |
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Poster
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Thu 14:00 |
Learning without the Phase: Regularized PhaseMax Achieves Optimal Sample Complexity Fariborz Salehi · Ehsan Abbasi · Babak Hassibi |
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Poster
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Tue 7:45 |
DeepPINK: reproducible feature selection in deep neural networks Yang Lu · Yingying Fan · Jinchi Lv · William Stafford Noble |
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Poster
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Thu 14:00 |
Support Recovery for Orthogonal Matching Pursuit: Upper and Lower bounds Raghav Somani · Chirag Gupta · Prateek Jain · Praneeth Netrapalli |
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Poster
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Thu 14:00 |
On Controllable Sparse Alternatives to Softmax Anirban Laha · Saneem Ahmed Chemmengath · Priyanka Agrawal · Mitesh Khapra · Karthik Sankaranarayanan · Harish Ramaswamy |
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Poster
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Wed 7:45 |
MULAN: A Blind and Off-Grid Method for Multichannel Echo Retrieval Helena Peic Tukuljac · Antoine Deleforge · Remi Gribonval |
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Poster
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Wed 7:45 |
Learning sparse neural networks via sensitivity-driven regularization Enzo Tartaglione · Skjalg Lepsøy · Attilio Fiandrotti · Gianluca Francini |
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Poster
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Wed 7:45 |
Plug-in Estimation in High-Dimensional Linear Inverse Problems: A Rigorous Analysis Alyson Fletcher · Parthe Pandit · Sundeep Rangan · Subrata Sarkar · Philip Schniter |