Characterization of convex objective functions and optimal expected convergence rates for SGD
- Marten van Dijk
- Lam Nguyen
- et al.
- 2019
- ICML 2019
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Dimensionality reduction for Tukey regression
- Kenneth L. Clarkson
- Ruosong Wang
- et al.
- 2019
- ICML 2019
Linear-complexity data-parallel earth mover's distance approximations
- Kubilay Atasu
- Thomas Mittelholzer
- 2019
- ICML 2019
Dynamic learning with frequent new product launches: A sequential multinomial logit bandit problem
- Junyu Cao
- Wei Sun
- 2019
- ICML 2019
Analyzing federated learning through an adversarial lens
- Arjun Nitin Bhagoji
- Supriyo Chakraborty
- et al.
- 2019
- ICML 2019
Scalable fair clustering
- Arturs Backurs
- Piotr Indyk
- et al.
- 2019
- ICML 2019
Programming support for autonomizing software
- Wen Chuan Lee
- Peng Liu
- et al.
- 2019
- PLDI 2019
NAPEL: Near-memory computing application performance prediction via ensemble learning
- Gagandeep Singh
- Juan Gomez-Luna
- et al.
- 2019
- DAC 2019
A memory-efficient markov decision process computation framework using BDD-based sampling representation
- He Zhou
- Sunil P. Khatri
- et al.
- 2019
- DAC 2019
FPGA/DNN co-design: An efficient design methodology for IoT intelligence on the edge
- Cong Hao
- Xiaofan Zhang
- et al.
- 2019
- DAC 2019