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Spotlight
Thu Dec 6th 09:45 -- 09:50 AM @ Room 517 CD
Boolean Decision Rules via Column Generation
Sanjeeb Dash · Oktay Gunluk · Dennis Wei
Spotlight
Thu Dec 6th 09:50 -- 09:55 AM @ Room 517 CD
Fast greedy algorithms for dictionary selection with generalized sparsity constraints
Kaito Fujii · Tasuku Soma
Spotlight
Thu Dec 6th 09:55 -- 10:00 AM @ Room 517 CD
Distributed $k$-Clustering for Data with Heavy Noise
Shi Li · Xiangyu Guo
Spotlight
Thu Dec 6th 10:00 -- 10:05 AM @ Room 517 CD
Do Less, Get More: Streaming Submodular Maximization with Subsampling
Moran Feldman · Amin Karbasi · Ehsan Kazemi
Oral
Thu Dec 6th 10:05 -- 10:20 AM @ Room 517 CD
Optimal Algorithms for Continuous Non-monotone Submodular and DR-Submodular Maximization
Rad Niazadeh · Tim Roughgarden · Joshua Wang
Spotlight
Thu Dec 6th 10:20 -- 10:25 AM @ Room 517 CD
Overlapping Clustering Models, and One (class) SVM to Bind Them All
Xueyu Mao · Purnamrita Sarkar · Deepayan Chakrabarti
Spotlight
Thu Dec 6th 10:25 -- 10:30 AM @ Room 517 CD
Removing the Feature Correlation Effect of Multiplicative Noise
Zijun Zhang · Yining Zhang · Zongpeng Li
Spotlight
Thu Dec 6th 10:30 -- 10:35 AM @ Room 517 CD
Connectionist Temporal Classification with Maximum Entropy Regularization
Hu Liu · Sheng Jin · Changshui Zhang
Spotlight
Thu Dec 6th 10:35 -- 10:40 AM @ Room 517 CD
Entropy and mutual information in models of deep neural networks
Marylou Gabrié · Andre Manoel · Clément Luneau · jean barbier · Nicolas Macris · Florent Krzakala · Lenka Zdeborová
Spotlight
Thu Dec 6th 10:40 -- 10:45 AM @ Room 517 CD
The committee machine: Computational to statistical gaps in learning a two-layers neural network
Benjamin Aubin · Antoine Maillard · jean barbier · Florent Krzakala · Nicolas Macris · Lenka Zdeborová