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Poster
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Thu 14:00
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Contrastive Learning from Pairwise Measurements
Yi Chen · Zhuoran Yang · Yuchen Xie · Zhaoran Wang
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Poster
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Thu 14:00
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Sparse PCA from Sparse Linear Regression
Guy Bresler · Sung Min Park · Madalina Persu
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Poster
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Thu 14:00
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Exploiting Numerical Sparsity for Efficient Learning : Faster Eigenvector Computation and Regression
Neha Gupta · Aaron Sidford
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Poster
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Wed 14:00
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Model-based targeted dimensionality reduction for neuronal population data
Mikio Aoi · Jonathan Pillow
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Poster
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Thu 14:00
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Understanding Regularized Spectral Clustering via Graph Conductance
Yilin Zhang · Karl Rohe
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Poster
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Thu 14:00
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Efficient Anomaly Detection via Matrix Sketching
Vatsal Sharan · Parikshit Gopalan · Udi Wieder
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Poster
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Thu 14:00
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Dimensionality Reduction for Stationary Time Series via Stochastic Nonconvex Optimization
Minshuo Chen · Lin Yang · Mengdi Wang · Tuo Zhao
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Poster
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Wed 7:45
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PCA of high dimensional random walks with comparison to neural network training
Joseph Antognini · Jascha Sohl-Dickstein
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Poster
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Thu 14:00
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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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Wed 14:00
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Dual Principal Component Pursuit: Improved Analysis and Efficient Algorithms
Zhihui Zhu · Yifan Wang · Daniel Robinson · Daniel Naiman · René Vidal · Manolis Tsakiris
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Poster
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Tue 7:45
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Neural Networks Trained to Solve Differential Equations Learn General Representations
Martin Magill · Faisal Qureshi · Hendrick de Haan
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Poster
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Thu 7:45
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Smoothed Analysis of Discrete Tensor Decomposition and Assemblies of Neurons
Nima Anari · Constantinos Daskalakis · Wolfgang Maass · Christos Papadimitriou · Amin Saberi · Santosh Vempala
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