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Poster
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Wed 1:00 |
Explainable Deep One-Class Classification Philipp Liznerski · Lukas Ruff · Robert A Vandermeulen · Billy J Franks · Marius Kloft · Klaus R Muller |
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Spotlight
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Wed 12:48 |
LambdaNetworks: Modeling long-range Interactions without Attention Irwan Bello |
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Poster
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Wed 9:00 |
Provably robust classification of adversarial examples with detection Fatemeh Sheikholeslami · Ali Lotfi · Zico Kolter |
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Poster
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Tue 17:00 |
A Discriminative Gaussian Mixture Model with Sparsity Hideaki Hayashi · Seiichi Uchida |
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Poster
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Mon 9:00 |
Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections Csaba Toth · Patric Bonnier · Harald Oberhauser |
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Poster
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Mon 9:00 |
LambdaNetworks: Modeling long-range Interactions without Attention Irwan Bello |
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Poster
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Wed 9:00 |
Evaluation of Neural Architectures Trained With Square Loss vs Cross-Entropy in Classification Tasks Like Hui · Misha Belkin |
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Poster
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Mon 9:00 |
PAC Confidence Predictions for Deep Neural Network Classifiers Sangdon Park · Shuo Li · Insup Lee · Osbert Bastani |
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Poster
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Mon 17:00 |
Sequential Density Ratio Estimation for Simultaneous Optimization of Speed and Accuracy Akinori Ebihara · Taiki Miyagawa · Kazuyuki Sakurai · Hitoshi Imaoka |
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Poster
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Mon 9:00 |
Uncertainty Sets for Image Classifiers using Conformal Prediction Anastasios Angelopoulos · Stephen Bates · Michael Jordan · Jitendra Malik |
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Poster
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Mon 9:00 |
Representation learning for improved interpretability and classification accuracy of clinical factors from EEG Garrett Honke · Irina Higgins · Nina Thigpen · Vladimir Miskovic · Katie Link · Sunny Duan · Pramod Gupta · Julia Klawohn · Greg Hajcak |
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Spotlight
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Mon 13:20 |
Uncertainty Sets for Image Classifiers using Conformal Prediction Anastasios Angelopoulos · Stephen Bates · Michael Jordan · Jitendra Malik |