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Poster
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Tue 9:00
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Non-asymptotic and Accurate Learning of Nonlinear Dynamical Systems
Yahya Sattar · Samet Oymak
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Poster
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Sparse Additive Gaussian Process Regression
Hengrui Luo · Giovanni Nattino · Matthew Pratola
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Poster
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Thu 9:00
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Attraction-Repulsion Spectrum in Neighbor Embeddings
Jan Niklas Böhm · Philipp Berens · Dmitry Kobak
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Poster
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Tue 14:00
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Online Nonnegative CP-dictionary Learning for Markovian Data
Hanbaek Lyu · Christopher Strohmeier · Deanna Needell
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Poster
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Thu 9:00
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Decimated Framelet System on Graphs and Fast G-Framelet Transforms
Xuebin Zheng · Bingxin Zhou · Yuguang Wang · Xiaosheng Zhuang
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Poster
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Wed 14:00
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Multi-Agent Multi-Armed Bandits with Limited Communication
Mridul Agarwal · Vaneet Aggarwal · Kamyar Azizzadenesheli
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Poster
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Optimality and Stability in Non-Convex Smooth Games
Guojun Zhang · Pascal Poupart · Yaoliang Yu
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Poster
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Tue 9:00
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Robust and scalable manifold learning via landmark diffusion for long-term medical signal processing
Chao Shen · Yu-Ting Lin · Hau-Tieng Wu
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Poster
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Wed 9:00
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All You Need is a Good Functional Prior for Bayesian Deep Learning
Ba-Hien Tran · Simone Rossi · Dimitrios Milios · Maurizio Filippone
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Poster
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Thu 14:00
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Recovery and Generalization in Over-Realized Dictionary Learning
Jeremias Sulam · Chong You · Zhihui Zhu
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Poster
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Wed 9:00
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Truncated Emphatic Temporal Difference Methods for Prediction and Control
Shangtong Zhang · Shimon Whiteson
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Poster
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Wed 14:00
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When is the Convergence Time of Langevin Algorithms Dimension Independent? A Composite Optimization Viewpoint
Yoav S Freund · Yi-An Ma · Tong Zhang
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