Efficient and Robust Median-of-Means Algorithms for Location and Regression

By Alexander Kogler, Patrick Traxler. 2016

7 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Statistics and Probability

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Artificial Intelligence

1. Dong Yin
2. Kannan Ramchandran
3. Cong Xie
4. Peter L. Bartlett
5. Yudong Chen
6. Martin Jaggi
7. Oluwasanmi Koyejo
8. Indranil Gupta

In Statistics and Probability

1. Kannan Ramchandran
2. Dong Yin
3. Peter L. Bartlett
4. Yudong Chen
5. Vladimir Koltchinskii
6. Lili Su
7. Steve Hanneke
8. Martin J. Wainwright

Citations in the corpus

• Byzantine-Robust Distributed Learning: Towards Optimal Statistical Rates (2018, methodology): “…(2011), Minsker et al. (2015), Nemirovskii et al. (1983), and has been applied to bandit and least square regression problems (Bubeck et al., 2013, Kogler and Traxler, 2016, Lugosi and Mendelson, 2016) as well as problems involving heavy-tailed distributions (Hsu and Sabato, 2016, Lugosi and…”