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Poster
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Thu 17:00
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Unsupervised Co-Learning on -Manifolds Across Irreducible Representations
Yifeng Fan · Tingran Gao · Zhizhen Jane Zhao
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Poster
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Thu 17:00
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Generalization Error Analysis of Quantized Compressive Learning
Xiaoyun Li · Ping Li
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Poster
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Tue 17:30
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Re-randomized Densification for One Permutation Hashing and Bin-wise Consistent Weighted Sampling
Ping Li · Xiaoyun Li · Cun-Hui Zhang
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Poster
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Thu 17:00
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Selecting the independent coordinates of manifolds with large aspect ratios
Yu-Chia Chen · Marina Meila
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Poster
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Thu 17:00
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Learning nonlinear level sets for dimensionality reduction in function approximation
Guannan Zhang · Jiaxin Zhang · Jacob Hinkle
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Poster
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Thu 10:45
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Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift
Stephan Rabanser · Stephan Günnemann · Zachary Lipton
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Poster
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Tue 10:45
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Visualizing the PHATE of Neural Networks
Scott Gigante · Adam S Charles · Smita Krishnaswamy · Gal Mishne
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Poster
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Thu 17:00
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No Pressure! Addressing the Problem of Local Minima in Manifold Learning Algorithms
Max Vladymyrov
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Poster
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Thu 17:00
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Subspace Detours: Building Transport Plans that are Optimal on Subspace Projections
Boris Muzellec · Marco Cuturi
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Poster
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Thu 17:00
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Manifold denoising by Nonlinear Robust Principal Component Analysis
He Lyu · Ningyu Sha · Shuyang Qin · Ming Yan · Yuying Xie · Rongrong Wang
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Poster
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Tue 10:45
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Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders
Emile Mathieu · Charline Le Lan · Chris Maddison · Ryota Tomioka · Yee Whye Teh
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Poster
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Wed 10:45
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A coupled autoencoder approach for multi-modal analysis of cell types
Rohan Gala · Nathan Gouwens · Zizhen Yao · Agata Budzillo · Osnat Penn · Bosiljka Tasic · Gabe Murphy · Hongkui Zeng · Uygar Sümbül
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