Heavy Sets with Applications to Interpretable Machine Learning Diagnostics
- Dmitry Malioutov
- Sanjeeb Dash
- et al.
- 2023
- AISTATS 2023
Publications
17 results for Dmitry Malioutov
Quantifying homologous proteins and proteoforms
- Dmitry Malioutov
- Tianchi Chen
- et al.
- 2019
- Molecular and Cellular Proteomics
Performance of natural language classifiers in a question-answering system
- R. Bakis
- D.P. Connors
- et al.
- 2017
- IBM J. Res. Dev
Approximating spectral sums of large-scale matrices using stochastic Chebyshev approximations
- Insu Han
- Dmitry Malioutov
- et al.
- 2017
- SIAM Journal on Scientific Computing
Learning sparse two-level boolean rules
- Guolong Su
- Dennis Wei
- et al.
- 2016
- MLSP 2016
Covariance Matrix Estimation for Interest-Rate Risk Modeling via Smooth and Monotone Regularization
- Dmitry Malioutov
- Aycan A. Corum
- et al.
- 2016
- IEEE JSTSP
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
Large-scale log-determinant computation through stochastic Chebyshev expansions
- Insu Han
- Dmitry Malioutov
- et al.
- 2015
- ICML 2015