引用次数
引用: 5,520
H-指数: 28
I10-指数 : 40
出版物: 70
Performance of natural language classifiers in a question-answering system
R. Bakis , D. P. Connors , P. Dube , P. Kapanipathi
Journal of Reproduction and Development 61 ( 4) 14
4
2017
Quantitative single point imaging with compressed sensing
A. Blake , M.L. Johns , P. Parasoglou , D. Malioutov
Journal of Magnetic Resonance 201 ( 1) 72 -80
45
2009
A sparse signal reconstruction perspective for source localization with sensor arrays
D. Malioutov , M. Cetin , A.S. Willsky
IEEE Transactions on Signal Processing 53 ( 8) 3010 -3022
2,579
2005
Belief Propagation and LP Relaxation for Weighted Matching in General Graphs
S Sanghavi , D Malioutov , A Willsky
IEEE Transactions on Information Theory 57 ( 4) 2203 -2212
59
2011
ISSUE ON FINANCIAL SIGNAL PROCESSING AND MACHINE LEARNING FOR ELECTRONIC TRADING
AN Akansu , D Malioutov , DP Palomar , E Jay
Dynamic factor modeling via robust subspace tracking
AY Aravkin , KR Varshney , DM Malioutov
Industr.-Acad. Workshop Optim. Finance Risk Manag., Toronto, ON, Canada
2
2013
Exact Rule Learning via Boolean Compressed Sensing
Kush Varshney , Dmitry Malioutov
international conference on machine learning 765 -773
66
2013
Large-scale log-determinant computation through stochastic Chebyshev expansions
Jinwoo Shin , Insu Han , Dmitry Malioutov
international conference on machine learning 908 -917
92
2015
Scalable Exemplar Clustering and Facility Location via Augmented Block Coordinate Descent with Column Generation
Abhishek Kumar , Dmitry Malioutov , Ian En-Hsu Yen
international conference on artificial intelligence and statistics 1260 -1269
5
2016
MLIC: A MaxSAT-Based Framework for Learning Interpretable Classification Rules
Kuldeep S. Meel , Dmitry Malioutov
principles and practice of constraint programming 312 -327
10
2018
Message passing and distributed statistical inference
Alan S. Willsky , Sujay Sanghavi , O. Patrick Kreidl , Jason Johnson
allerton conference on communication, control, and computing 1214 -1217
1
2007
Smooth isotonic covariances
Dmitry Malioutov
ieee signal processing workshop on statistical signal processing 29 -32
4
2011
Hybrid Distributed Video Coding Using SCA Codes
Emin Martinian , Anthony Vetro , Jonathan Yedidia , Joao Ascenso
multimedia signal processing 258 -261
15
2006
Introduction to the Issue on Financial Signal Processing and Machine Learning for Electronic Trading
Ali N. Akansu , Dmitry Malioutov , Daniel P. Palomar , Emmanuelle Jay
IEEE Journal of Selected Topics in Signal Processing 10 ( 6) 979 -981
2
2016
Approximating Spectral Sums of Large-Scale Matrices using Stochastic Chebyshev Approximations
Insu Han , Dmitry Malioutov , Haim Avron , Jinwoo Shin
SIAM Journal on Scientific Computing 39 ( 4)
38
2017
Networking sensors using belief propagation
Sujay Sanghavi , Dmitry Malioutov , Alan Willsky
allerton conference on communication, control, and computing 384 -391
7
2008
Equity factor analysis via column subset selection
Christos Boutsidis , Dmitry Malioutov
ieee global conference on signal and information processing 1131 -1131
2013
Beyond PCA for modeling financial time-series
Dmitry Malioutov
ieee global conference on signal and information processing 1140 -1140
1
2013
Smooth Monotone Covariance for Elliptical Distributions and Applications in Finance
Dmitry Malioutov , Frank J. Fabozzi , Svetlozar Rachev , Xiaoping Zhou
Social Science Research Network
4
2014
Robust minimum volume ellipsoids and higher-order polynomial level sets
A Ahmadi , RL Dmitry Malioutov
7th NIPS workshop on optimization for machine learning, Montreal, Quebec, Canada
2
2014