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102 Results
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Poster
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Thu 17:00 |
Private Learning Implies Online Learning: An Efficient Reduction Alon Gonen · Elad Hazan · Shay Moran |
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Poster
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Wed 17:00 |
An adaptive nearest neighbor rule for classification Akshay Balsubramani · Sanjoy Dasgupta · yoav Freund · Shay Moran |
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Poster
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Wed 17:00 |
Optimal Sparse Decision Trees Xiyang Hu · Cynthia Rudin · Margo Seltzer |
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Spotlight
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Wed 10:20 |
Calibration tests in multi-class classification: A unifying framework David Widmann · Fredrik Lindsten · Dave Zachariah |
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Poster
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Tue 10:45 |
On the Hardness of Robust Classification Pascale Gourdeau · Varun Kanade · Marta Kwiatkowska · James Worrell |
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Poster
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Thu 17:00 |
Wasserstein Weisfeiler-Lehman Graph Kernels Matteo Togninalli · Elisabetta Ghisu · Felipe Llinares-Lopez · Bastian Rieck · Karsten Borgwardt |
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Poster
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Thu 10:45 |
SGD on Neural Networks Learns Functions of Increasing Complexity Dimitris Kalimeris · Gal Kaplun · Preetum Nakkiran · Benjamin Edelman · Tristan Yang · Boaz Barak · Haofeng Zhang |
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Poster
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Thu 17:00 |
CPM-Nets: Cross Partial Multi-View Networks Changqing Zhang · Zongbo Han · yajie cui · Huazhu Fu · Joey Tianyi Zhou · Qinghua Hu |
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Poster
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Thu 10:45 |
Learning Data Manipulation for Augmentation and Weighting Zhiting Hu · Bowen Tan · Russ Salakhutdinov · Tom Mitchell · Eric Xing |
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Poster
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Tue 10:45 |
Reverse engineering recurrent networks for sentiment classification reveals line attractor dynamics Niru Maheswaranathan · Alex Williams · Matthew Golub · Surya Ganguli · David Sussillo |
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Poster
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Wed 10:45 |
Riemannian batch normalization for SPD neural networks Daniel Brooks · Olivier Schwander · Frederic Barbaresco · Jean-Yves Schneider · Matthieu Cord |
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Poster
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Wed 10:45 |
Shallow RNN: Accurate Time-series Classification on Resource Constrained Devices Don Dennis · Durmus Alp Emre Acar · Vikram Mandikal · Vinu Sankar Sadasivan · Venkatesh Saligrama · Harsha Vardhan Simhadri · Prateek Jain |