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8 Results

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Poster
Tue 7:45 TADAM: Task dependent adaptive metric for improved few-shot learning
Boris Oreshkin · Pau Rodríguez López · Alexandre Lacoste
Poster
Tue 14:00 BourGAN: Generative Networks with Metric Embeddings
Chang Xiao · Peilin Zhong · Changxi Zheng
Poster
Wed 7:45 Fairness Through Computationally-Bounded Awareness
Michael Kim · Omer Reingold · Guy Rothblum
Poster
Tue 14:00 Learning a Warping Distance from Unlabeled Time Series Using Sequence Autoencoders
Abubakar Abid · James Zou
Poster
Wed 14:00 Online Learning with an Unknown Fairness Metric
Stephen Gillen · Christopher Jung · Michael Kearns · Aaron Roth
Poster
Wed 7:45 Bilevel Distance Metric Learning for Robust Image Recognition
Jie Xu · Lei Luo · Cheng Deng · Heng Huang
Poster
Thu 7:45 Learning Deep Disentangled Embeddings With the F-Statistic Loss
Karl Ridgeway · Michael Mozer
Poster
Tue 14:00 Adapted Deep Embeddings: A Synthesis of Methods for k-Shot Inductive Transfer Learning
Tyler Scott · Karl Ridgeway · Michael Mozer