Linear-complexity data-parallel earth mover's distance approximations
- Kubilay Atasu
- Thomas Mittelholzer
- 2019
- ICML 2019
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Dirichlet simplex nest and geometric inference
- Mikhail Yurochkin
- Aritra Guha
- et al.
- 2019
- ICML 2019
Characterization of convex objective functions and optimal expected convergence rates for SGD
- Marten van Dijk
- Lam Nguyen
- et al.
- 2019
- ICML 2019
Estimating information flow in deep neural networks
- Ziv Goldfeld
- Ewout van den Berg
- et al.
- 2019
- ICML 2019
Variational Russian roulette for deep Bayesian nonparametrics
- Kai Xu
- Akash Srivastava
- et al.
- 2019
- ICML 2019
Bayesian nonparametric federated learning of neural networks
- Mikhail Yurochkin
- Mayank Agarwal
- et al.
- 2019
- ICML 2019
Trimming the 1 regularizer: Statistical analysis, optimization, and applications to deep learning
- Jihun Yun
- Peng Zheng
- et al.
- 2019
- ICML 2019
Dynamic learning with frequent new product launches: A sequential multinomial logit bandit problem
- Junyu Cao
- Wei Sun
- 2019
- ICML 2019
Generalized linear rule models
- Dennis Wei
- Sanjeeb Dash
- et al.
- 2019
- ICML 2019
Collective model fusion for multiple black-box experts
- Quang Minh Hoang
- Trong Nghia Hoang
- et al.
- 2019
- ICML 2019