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Workshop
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Fri 11:10
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AutoML3 - LifeLong ML with concept drift Challenge. Second place winner. A Boosting Tree Based AutoML System for High Cardinality Streaming Data Classification with Concept Drift
Zheng Xiong · Jiyan Jiang · Wenpeng Zhang
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Poster
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Thu 14:00
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Loss Functions for Multiset Prediction
Sean Welleck · Zixin Yao · Yu Gai · Jialin Mao · Zheng Zhang · Kyunghyun Cho
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Poster
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Wed 7:45
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On Binary Classification in Extreme Regions
Hamid Jalalzai · Stephan Clémençon · Anne Sabourin
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Poster
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Thu 7:45
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Multi-value Rule Sets for Interpretable Classification with Feature-Efficient Representations
Tong Wang
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Poster
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Tue 14:00
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Precision and Recall for Time Series
Nesime Tatbul · Tae Jun Lee · Stan Zdonik · Mejbah Alam · Justin Gottschlich
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Poster
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Tue 7:45
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Deep Predictive Coding Network with Local Recurrent Processing for Object Recognition
Kuan Han · Haiguang Wen · Yizhen Zhang · Di Fu · Eugenio Culurciello · Zhongming Liu
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Poster
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Tue 7:45
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A Simple Cache Model for Image Recognition
Emin Orhan
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Poster
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Wed 7:45
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Fairness Through Computationally-Bounded Awareness
Michael Kim · Omer Reingold · Guy Rothblum
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Poster
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Thu 7:45
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Maximum-Entropy Fine Grained Classification
Abhimanyu Dubey · Otkrist Gupta · Ramesh Raskar · Nikhil Naik
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Poster
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Thu 7:45
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Efficient Loss-Based Decoding on Graphs for Extreme Classification
Itay Evron · Edward Moroshko · Yacov Crammer
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Poster
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Thu 14:00
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RetGK: Graph Kernels based on Return Probabilities of Random Walks
Zhen Zhang · Mianzhi Wang · Yijian Xiang · Yan Huang · Arye Nehorai
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Workshop
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Fri 15:00
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Real Defect Image Classification through Hierarchical Data Augmentation
Jiman Kim
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