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ORCIDTomohiko Mizutani
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2020 – today
- 2024
[i6]Tomohiko Mizutani:
Implementing Hottopixx Methods for Endmember Extraction in Hyperspectral Images. CoRR abs/2404.13098 (2024)- 2022
- [j8]Tomohiko Mizutani:
Refinement of Hottopixx Method for Nonnegative Matrix Factorization Under Noisy Separability. SIAM J. Matrix Anal. Appl. 43(3): 1029-1057 (2022) - 2021
- [j7]Tomohiko Mizutani:
Convex programming based spectral clustering. Mach. Learn. 110(5): 933-964 (2021) - [j6]Tomohiko Mizutani:
Improved analysis of spectral algorithm for clustering. Optim. Lett. 15(4): 1303-1325 (2021) - [i5]Tomohiko Mizutani:
Refinement of Hottopixx and its Postprocessing. CoRR abs/2109.02863 (2021)
2010 – 2019
- 2019
- [i4]Tomohiko Mizutani:
Improved Analysis of Spectral Algorithm for Clustering. CoRR abs/1912.02997 (2019) - 2018
- [j5]Tomohiko Mizutani, Mirai Tanaka:
Efficient preconditioning for noisy separable nonnegative matrix factorization problems by successive projection based low-rank approximations. Mach. Learn. 107(4): 643-673 (2018) - [i3]Tomohiko Mizutani:
Convex Programming Based Spectral Clustering. CoRR abs/1805.04246 (2018) - 2017
- [i2]Tomohiko Mizutani, Mirai Tanaka:
Efficient Preconditioning for Noisy Separable NMFs by Successive Projection Based Low-Rank Approximations. CoRR abs/1710.00387 (2017) - 2015
- [i1]Tomohiko Mizutani:
Spectral Clustering by Ellipsoid and Its Connection to Separable Nonnegative Matrix Factorization. CoRR abs/1503.01531 (2015) - 2014
- [j4]Tomohiko Mizutani:
Ellipsoidal rounding for nonnegative matrix factorization under noisy separability. J. Mach. Learn. Res. 15(1): 1011-1039 (2014) - 2013
- [j3]Tomohiko Mizutani, Makoto Yamashita
:
Correlative sparsity structures and semidefinite relaxations for concave cost transportation problems with change of variables. J. Glob. Optim. 56(3): 1073-1100 (2013)
2000 – 2009
- 2007
- [j2]Tomohiko Mizutani, Akiko Takeda, Masakazu Kojima:
Dynamic Enumeration of All Mixed Cells. Discret. Comput. Geom. 37(3): 351-367 (2007) - 2004
- [j1]Takayuki Gunji, Sunyoung Kim, Masakazu Kojima, Akiko Takeda, Katsuki Fujisawa, Tomohiko Mizutani:
PHoM - a Polyhedral Homotopy Continuation Method for Polynomial Systems. Computing 73(1): 57-77 (2004) - 2002
- [c1]Antoine Deza, Komei Fukuda, Tomohiko Mizutani, Cong Vo:
On the Face Lattice of the Metric Polytope. JCDCG 2002: 118-128
Coauthor Index
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