Large-scale log-determinant computation through stochastic Chebyshev expansions
- Insu Han
- Dmitry Malioutov
- et al.
- 2015
- ICML 2015
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17 results for Dmitry Malioutov
Convex total least squares
- Dmitry Malioutov
- Nikolai Slavov
- 2014
- ICML 2014
Exact rule learning via Boolean compressed sensing
- Dmitry M. Malioutov
- Kush R. Varshney
- 2013
- ICML 2013
Heavy Sets with Applications to Interpretable Machine Learning Diagnostics
- Dmitry Malioutov
- Sanjeeb Dash
- et al.
- 2023
- AISTATS 2023
Learning sparse two-level boolean rules
- Guolong Su
- Dennis Wei
- et al.
- 2016
- MLSP 2016
Large-scale submodular greedy exemplar selection with structured similarity matrices
- Dmitry Malioutov
- Abhishek Kumar
- et al.
- 2016
- UAI 2016
Scalable exemplar clustering and facility location via augmented block coordinate descent with column generation
- Ian En Hsu Yen
- Dmitry Malioutov
- et al.
- 2016
- AISTATS 2016
Learning interpretable classification rules using sequential rowsampling
- Sanjeeb Dash
- Dmitry Malioutov
- et al.
- 2015
- ICASSP 2015
Screening for learning classification rules via Boolean compressed sensing
- Sanjeeb Dash
- Dmitry M. Malioutov
- et al.
- 2014
- ICASSP 2014
Iterative log thresholding
- Dmitry Malioutov
- Aleksandr Aravkin
- 2014
- ICASSP 2014