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25 Results
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Affinity Workshop
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Mobile-PDC: High-Accuracy Plant Disease Classification for Mobile Devices. Samiiha Nalwooga · Henry Mutegeki |
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Poster
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Thu 14:00 |
Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off Mateo Espinosa Zarlenga · Pietro Barbiero · Gabriele Ciravegna · Giuseppe Marra · Francesco Giannini · Michelangelo Diligenti · Zohreh Shams · Frederic Precioso · Stefano Melacci · Adrian Weller · Pietro Lió · Mateja Jamnik |
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Workshop
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Inferring Class Label Distribution of Training Data from Classifiers: An Accuracy-Augmented Meta-Classifier Attack Raksha Ramakrishna · György Dán |
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Workshop
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When to choose: The role of information seeking in the speed-accuracy tradeoff Javier Alejandro Masís Obando · David Melnikoff · Lisa Feldman Barrett · Jonathan D Cohen |
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Workshop
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Pushing the Accuracy-Fairness Tradeoff Frontier with Introspective Self-play Jeremiah Liu · Krishnamurthy Dvijotham · Jihyeon Lee · Quan Yuan · Martin Strobel · Balaji Lakshminarayanan · Deepak Ramachandran |
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Affinity Workshop
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Mobile-PDC: High-Accuracy Plant Disease Classification for Mobile Devices. Samiiha Nalwooga · Henry Mutegeki |
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Poster
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Wed 9:00 |
Brownian Noise Reduction: Maximizing Privacy Subject to Accuracy Constraints Justin Whitehouse · Aaditya Ramdas · Steven Wu · Ryan Rogers |
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Poster
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Wed 14:00 |
Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules Yuhan Helena Liu · Arna Ghosh · Blake Richards · Eric Shea-Brown · Guillaume Lajoie |
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Poster
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Tue 14:00 |
On Learning Fairness and Accuracy on Multiple Subgroups Changjian Shui · Gezheng Xu · Qi CHEN · Jiaqi Li · Charles Ling · Tal Arbel · Boyu Wang · Christian Gagné |
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Poster
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Thu 9:00 |
Bridging the Gap: Unifying the Training and Evaluation of Neural Network Binary Classifiers Nathan Tsoi · Kate Candon · Deyuan Li · Yofti Milkessa · Marynel Vázquez |
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Poster
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Wed 14:00 |
Visual correspondence-based explanations improve AI robustness and human-AI team accuracy Mohammad Reza Taesiri · Giang Nguyen · Anh Nguyen |
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Poster
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Tue 9:00 |
On the Efficient Implementation of High Accuracy Optimality of Profile Maximum Likelihood Moses Charikar · Zhihao Jiang · Kirankumar Shiragur · Aaron Sidford |