Matyas A Sustik
Matyas A Sustik
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Sparse inverse covariance matrix estimation using quadratic approximation
CJ Hsieh, MA Sustik, IS Dhillon, P Ravikumar
arXiv preprint arXiv:1306.3212, 2013
Low-Rank Kernel Learning with Bregman Matrix Divergences.
B Kulis, MA Sustik, IS Dhillon
Journal of Machine Learning Research 10 (2), 2009
On the existence of equiangular tight frames
MA Sustik, JA Tropp, IS Dhillon, RW Heath Jr
Linear Algebra and its applications 426 (2-3), 619-635, 2007
Learning low-rank kernel matrices
B Kulis, M Sustik, I Dhillon
Proceedings of the 23rd international conference on Machine learning, 505-512, 2006
BIG & QUIC: Sparse Inverse Covariance Estimation for a Million Variables.
CJ Hsieh, MA Sustik, IS Dhillon, P Ravikumar, RA Poldrack
NIPS 26, 3165-3173, 2013
QUIC: quadratic approximation for sparse inverse covariance estimation.
CJ Hsieh, MA Sustik, IS Dhillon, P Ravikumar
J. Mach. Learn. Res. 15 (1), 2911-2947, 2014
Generalized finite algorithms for constructing Hermitian matrices with prescribed diagonal and spectrum
IS Dhillon, RW Heath Jr, MA Sustik, JA Tropp
SIAM Journal on Matrix Analysis and Applications 27 (1), 61-71, 2005
String searching over small alphabets
MA Sustik, JS Moore
Computer Science Department, University of Texas at Austin, 2007
GLASSOFAST: An efficient GLASSO implementation
MA Sustik, B Calderhead
UTCS Technical Report TR-12-29 2012, 2012
Sparse approximate manifolds for differential geometric mcmc
B Calderhead, M Sustik
Advances in neural information processing systems 25, 2879-2887, 2012
Proof of Dickson’s Lemma using the ACL2 theorem prover via an explicit ordinal mapping
M Sustik
Fourth International Workshop on the ACL2 Theorem Prover and Its Applications, 2003
Robust partitioning for hardware-accelerated functional verification
MD Moffitt, MA Sustik, PG Villarrubia
2011 48th ACM/EDAC/IEEE Design Automation Conference (DAC), 854-859, 2011
Sparse inverse covariance matrix estimation using quadratic approximation
IS Dhillon, CJ Hsieh, M Sustik, P Ravikumar
Symposium on Machine Learning in Speech and Language Processing, 2012
On a Zero-Finding Problem Involving the Matrix Exponential
MA Sustik, IS Dhillon
SIAM Journal on Matrix Analysis and Applications 33 (4), 1237-1249, 2012
Big Data
D Zhang, Y Lin, Z Song, I Dhillon, H Yu, C Hsieh, Q Lei, I Yen, C Wu, ...
IEEE Computer (IEEE Computer) 49 (4), 52-60, 2016
Automatic performance model synthesis from hardware verification models
RH Bell Jr, M Sustik, DW Cummings, JR Jackson
Proceedings of the 2nd ACM/SPEC International Conference on Performance …, 2011
Inverse Eigenvalue Problems in Wireless Communications
IS Dhillon, RW Heath Jr, M Sustik, JA Tropp, T Strohmer
Formalization and Proof of Dixon’s Lemma Using the ACL2 Theorem Prover
M Sustik
論文 1–18