Linear-complexity data-parallel earth mover's distance approximations
- Kubilay Atasu
- Thomas Mittelholzer
- 2019
- ICML 2019
Conference paper
Publications
Dimensionality reduction for Tukey regression
- Kenneth L. Clarkson
- Ruosong Wang
- et al.
- 2019
- ICML 2019
Conference paperCharacterization of convex objective functions and optimal expected convergence rates for SGD
- Marten van Dijk
- Lam Nguyen
- et al.
- 2019
- ICML 2019
Conference paperBeyond backprop: Online alternating minimization with auxiliary variables
- Anna Choromanska
- Benjamin Cowen
- et al.
- 2019
- ICML 2019
Conference paperFast incremental von neumann graph entropy computation: Theory, algorithm, and applications
- Pin-Yu Chen
- Lingfei Wu
- et al.
- 2019
- ICML 2019
Conference paperDirichlet simplex nest and geometric inference
- Mikhail Yurochkin
- Aritra Guha
- et al.
- 2019
- ICML 2019
Conference paperBayesian nonparametric federated learning of neural networks
- Mikhail Yurochkin
- Mayank Agarwal
- et al.
- 2019
- ICML 2019
Conference paperTrimming the 1 regularizer: Statistical analysis, optimization, and applications to deep learning
- Jihun Yun
- Peng Zheng
- et al.
- 2019
- ICML 2019
Conference paperTopological data analysis of decision boundaries with application to model selection
- Karthikeyan Natesan Ramamurthy
- Kush R. Varshney
- et al.
- 2019
- ICML 2019
Conference paperProven: Verifying robustness of neural networks with a probabilistic approach
- Tsui Wei Weng
- Pin-Yu Chen
- et al.
- 2019
- ICML 2019
Conference paper