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1
APPROXIMATING SPECTRAL SUMS OF LARGE-SCALE MATRICES USING STOCHASTIC CHEBYSHEV APPROXIMATIONS

Han, Insu; Malioutov, Dmitry; Avron, Haim; Shin, Jinwoo, SIAM JOURNAL ON SCIENTIFIC COMPUTING, v.39, no.4, pp.A1558 - A1585, 2017

2
Faster Greedy MAP Inference for Determinantal Point Processes

Han, Insu; Park, Kyoung-Soo; Prabhanjan Kambadur; Shin, Jinwoo, 34th International Conference on Machine Learning, ICML 2017, pp.2215 - 2228, International Machine Learning Society (IMLS), 2017-08-08

3
Large-scale log-determinant computation through stochastic Chebyshev expansions

Han, Insu; Malioutov, Dmitry; Shin, Jinwoo, ICML 2015, International Machine Learning Society (IMLS), 2015-07-07

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