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Michael P. Friedlander
Michael P. Friedlander
Professor of Computer Science and Mathematics, University of British Columbia
Potvrđena adresa e-pošte na friedlander.io - Početna stranica
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Probing the Pareto frontier for basis pursuit solutions
E van den Berg, MP Friedlander
SIAM Journal on Scientific Computing 31 (2), 890-912, 2008
23632008
SPGL1: A solver for large-scale sparse reconstruction
E van den Berg, MP Friedlander
https://friedlander.io/spgl1/, 2007
641*2007
Hybrid deterministic-stochastic methods for data fitting
MP Friedlander, M Schmidt
SIAM Journal on Scientific Computing 34 (3), A1380-A1405, 2012
4642012
Optimizing costly functions with simple constraints: A limited-memory projected quasi-Newton algorithm
M Schmidt, E van den Berg, MP Friedlander, K Murphy
Artificial Intelligence and Statistics, 456-463, 2009
3262009
Sparse optimization with least-squares constraints
E van den Berg, MP Friedlander
SIAM Journal on Optimization 21 (4), 1201-1229, 2011
2862011
Coordinate descent converges faster with the gauss-southwell rule than random selection
J Nutini, M Schmidt, I Laradji, M Friedlander, H Koepke
International Conference on Machine Learning, 1632-1641, 2015
2682015
Recovering compressively sampled signals using partial support information
M Friedlander, H Mansour, R Saab, O Yilmaz
Information Theory, IEEE Transactions on 58 (2), 1122-1134, 2010
2562010
Satisfying real-world goals with dataset constraints
G Goh, A Cotter, M Gupta, MP Friedlander
Advances in neural information processing systems 29, 2016
2382016
Theoretical and empirical results for recovery from multiple measurements
E van den Berg, MP Friedlander
IEEE Transactions on Information Theory 56 (5), 2516-2527, 2010
1522010
Exact regularization of convex programs
MP Friedlander, P Tseng
SIAM Journal on Optimization 18 (4), 1326-1350, 2007
1492007
Fighting the curse of dimensionality: compressive sensing in exploration seismology
F Herrmann, MP Friedlander, O Yılmaz
IEEE Signal Processing Magazine 29 (3), 88-100, 2011
1422011
A two-sided relaxation scheme for mathematical programs with equilibrium constraints
V DeMiguel, MP Friedlander, FJ Nogales, S Scholtes
SIAM Journal on Optimization 16 (2), 587-609, 2005
135*2005
Joint-sparse recovery from multiple measurements
E van den Berg, MP Friedlander
arXiv preprint arXiv:0904.2051, 2009
1172009
Group sparsity via linear-time projection
E van den Berg, M Schmidt, MP Friedlander, K Murphy
Dept. Comput. Sci., Univ. British Columbia, Vancouver, BC, Canada, 2008
1082008
A primal–dual regularized interior-point method for convex quadratic programs
MP Friedlander, D Orban
Mathematical Programming Computation 4, 71-107, 2012
1052012
Computing non-negative tensor factorizations
MP Friedlander, K Hatz
Optimisation Methods and Software 23 (4), 631-647, 2008
1022008
Robust inversion, dimensionality reduction, and randomized sampling
A Aravkin, MP Friedlander, FJ Herrmann, T Van Leeuwen
Mathematical Programming 134, 101-125, 2012
922012
Sparco: A testing framework for sparse reconstruction
E van den Berg, MP Friedlander, G Hennenfent, F Herrmann, R Saab, ...
Dept. Comput. Sci., Univ. British Columbia, Vancouver, Tech. Rep. TR-2007-20 …, 2007
912007
New insights into one-norm solvers from the Pareto curve
G Hennenfent, E van den Berg, MP Friedlander, FJ Herrmann
Geophysics 73 (4), A23-A26, 2008
822008
Gauge optimization and duality
MP Friedlander, I Macedo, TK Pong
SIAM Journal on Optimization 24 (4), 1999-2022, 2014
772014
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