D. Drusvyatskiy
发表
Damek Davis,
D. Drusvyatskiy,
2018,
1802.08556.
Dmitriy Drusvyatskiy,
Adrian S. Lewis,
A. Lewis,
2016,
Math. Oper. Res..
D. Drusvyatskiy,
B. Mordukhovich,
T. Nghia,
2013,
1304.7385.
Dmitriy Drusvyatskiy,
Courtney Paquette,
D. Drusvyatskiy,
2016,
Math. Program..
Dmitriy Drusvyatskiy,
Damek Davis,
Kellie J. MacPhee,
2018,
Journal of Optimization Theory and Applications.
Damek Davis,
D. Drusvyatskiy,
Courtney Paquette,
2017,
IMA Journal of Numerical Analysis.
Dmitriy Drusvyatskiy,
Scott Roy,
Maryam Fazel,
2016,
SIAM J. Optim..
H. Wolkowicz,
D. Drusvyatskiy,
Nathan Krislock,
2014
.
Dmitriy Drusvyatskiy,
Sham M. Kakade,
Jason D. Lee,
2018,
Foundations of Computational Mathematics.
Z. Harchaoui,
J. Mairal,
D. Drusvyatskiy,
2017,
1703.10993.
Rekha R. Thomas,
D. Drusvyatskiy,
Hon-leung Lee,
2015
.
D. Drusvyatskiy,
2013
.
D. Drusvyatskiy,
M. Larsson,
D. Drusvyatskiy,
2012,
1207.5258.
Damek Davis,
D. Drusvyatskiy,
2020,
COLT 2020.
Damek Davis,
D. Drusvyatskiy,
2018,
Math. Oper. Res..
H. Wolkowicz,
D. Drusvyatskiy,
Chi-Kwong Li,
2014,
1407.6604.
Dmitriy Drusvyatskiy,
Aleksandr Y. Aravkin,
Tristan van Leeuwen,
2016
.
A. Lewis,
D. Drusvyatskiy,
A. Ioffe,
2012
.
A. Lewis,
D. Drusvyatskiy,
A. Ioffe,
2012
.
A. Daniilidis,
D. Drusvyatskiy,
2014,
1412.8581.
A. Lewis,
D. Drusvyatskiy,
A. Ioffe,
2011,
1102.4050.
Damek Davis,
D. Drusvyatskiy,
Vasileios Charisopoulos,
2020
.
Damek Davis,
D. Drusvyatskiy,
Junyu Zhang,
2019,
J. Mach. Learn. Res..
D. Drusvyatskiy,
M. D'iaz,
Joshua Cutler,
2022,
ArXiv.
A. Lewis,
D. Drusvyatskiy,
A. Ioffe,
2014
.
Dmitriy Drusvyatskiy,
Aris Daniilidis,
A. Daniilidis,
2019,
SIAM J. Optim..
Damek Davis,
D. Drusvyatskiy,
2021,
Foundations of Computational Mathematics.
D. Drusvyatskiy,
Guoyin Li,
Henry Wolkowicz,
2017,
Math. Program..
A. Lewis,
D. Drusvyatskiy,
A. Ioffe,
2015,
Foundations of Computational Mathematics.
Kellie J. MacPhee,
Damek Davis,
D. Drusvyatskiy,
2018,
Journal of Optimization Theory and Applications.
Jason D. Lee,
S. Kakade,
Damek Davis,
2019,
Foundations of Computational Mathematics.
D. Drusvyatskiy,
C. Paquette,
2018,
Mathematical Programming.
S. Vavasis,
D. Drusvyatskiy,
Henry Wolkowicz,
2014,
Mathematical Programming.
G. Ottaviani,
D. Drusvyatskiy,
Hon-leung Lee,
2017,
Israel Journal of Mathematics.
Damek Davis,
D. Drusvyatskiy,
L. Jiang,
2021,
2108.11832.
Damek Davis,
D. Drusvyatskiy,
Yudong Chen,
2021,
Foundations of Computational Mathematics.
Nonsmooth optimization using Taylor-like models: error bounds, convergence, and termination criteria
A. Lewis,
D. Drusvyatskiy,
A. Ioffe,
2019,
Mathematical Programming.
D. Drusvyatskiy,
Lin Xiao,
2020,
Math. Oper. Res..
Nonsmooth optimization using Taylor-like models: error bounds, convergence, and termination criteria
Dmitriy Drusvyatskiy,
Alexander D. Ioffe,
Adrian S. Lewis,
2016,
Mathematical Programming.
Dmitriy Drusvyatskiy,
Vasileios Charisopoulos,
Damek Davis,
2019,
Mathematical Programming.
Zaïd Harchaoui,
Dmitriy Drusvyatskiy,
Julien Mairal,
2018,
AISTATS.
D. Drusvyatskiy,
2017,
1712.06038.
Dmitriy Drusvyatskiy,
Courtney Kempton,
D. Drusvyatskiy,
2016
.
Dmitriy Drusvyatskiy,
Henry Wolkowicz,
D. Drusvyatskiy,
2017,
Found. Trends Optim..
L. Ratliff,
D. Drusvyatskiy,
Evan Faulkner,
2022,
J. Mach. Learn. Res..
Dmitriy Drusvyatskiy,
Damek Davis,
Damek Davis,
2018,
Math. Oper. Res..
Siddhartha S. Srinivasa,
Zaïd Harchaoui,
Dmitriy Drusvyatskiy,
2019,
ICML.
L. Ratliff,
D. Drusvyatskiy,
Mitas Ray,
2022,
AAAI.
Dmitriy Drusvyatskiy,
Damek Davis,
Damek Davis,
2018,
SIAM J. Optim..
Damek Davis,
D. Drusvyatskiy,
Y. Lee,
2021,
NeurIPS.
Dmitriy Drusvyatskiy,
Damek Davis,
Mateo D'iaz,
2021,
SIAM J. Optim..
Dmitriy Drusvyatskiy,
Damek Davis,
Damek Davis,
2018,
ArXiv.
Dmitriy Drusvyatskiy,
Adrian S. Lewis,
A. Lewis,
2012,
SIAM J. Optim..
Dmitriy Drusvyatskiy,
Damek Davis,
Zhan Shi,
2020,
2002.06309.
Dmitriy Drusvyatskiy,
Alexander D. Ioffe,
Adrian S. Lewis,
2012,
SIAM J. Control. Optim..
Dmitriy Drusvyatskiy,
Chi-Kwong Li,
Henry Wolkowicz,
2015,
Quantum Information Processing.
Dmitriy Drusvyatskiy,
Yudong Chen,
Vasileios Charisopoulos,
2019,
Found. Comput. Math..
Dmitriy Drusvyatskiy,
Vasileios Charisopoulos,
Damek Davis,
2019,
ArXiv.
Dmitriy Drusvyatskiy,
Damek Davis,
Damek Davis,
2021,
Set-Valued and Variational Analysis.
Dmitriy Drusvyatskiy,
Alexander D. Ioffe,
Adrian S. Lewis,
2015,
SIAM J. Optim..
Rekha R. Thomas,
Dmitriy Drusvyatskiy,
Hon-leung Lee,
2015,
1502.02074.
D. Drusvyatskiy,
A. Ioffe,
2014,
Mathematical Programming.
Dmitriy Drusvyatskiy,
Alexander D. Ioffe,
Adrian S. Lewis,
2014,
Found. Comput. Math..
A. Lewis,
D. Drusvyatskiy,
2013,
Mathematical Programming.
Dmitriy Drusvyatskiy,
Alexander D. Ioffe,
D. Drusvyatskiy,
2013,
Math. Program..
Dmitriy Drusvyatskiy,
Alexander D. Ioffe,
Adrian S. Lewis,
2012,
Math. Oper. Res..
Dmitriy Drusvyatskiy,
Adrian S. Lewis,
A. Lewis,
2012,
Math. Program..
Dmitriy Drusvyatskiy,
Adrian S. Lewis,
A. Lewis,
2010,
Math. Program..
D. Drusvyatskiy,
D. DRUSVYATSKIY,
2012
.
Damek Davis,
D. Drusvyatskiy,
L. Jiang,
2023,
2301.06632.
Dmitriy Drusvyatskiy,
Damek Davis,
Damek Davis,
2021,
Found. Comput. Math..
Dmitriy Drusvyatskiy,
Damek Davis,
Damek Davis,
2019,
ArXiv.
D. Drusvyatskiy,
D. Drusvyatskiy,
C. Kempton,
2015,
1506.05170.
Dmitriy Drusvyatskiy,
Adrian S. Lewis,
Aris Daniilidis,
2013,
SIAM J. Matrix Anal. Appl..
Dmitriy Drusvyatskiy,
Michael P. Friedlander,
Scott Roy,
2016,
Math. Program..
Rekha R. Thomas,
Dmitriy Drusvyatskiy,
Giorgio Ottaviani,
2016,
Israel Journal of Mathematics.
Dmitriy Drusvyatskiy,
Damek Davis,
Kellie J. MacPhee,
2018,
ArXiv.
D. Drusvyatskiy,
Chi-Kwong Li,
D. Pelejo,
2015,
Quantum Inf. Process..
D. Drusvyatskiy,
Lijun Ding,
Maryam Fazel,
2022,
Information and Inference: A Journal of the IMA.
Dmitriy Drusvyatskiy,
Damek Davis,
Damek Davis,
2021
.
D. Drusvyatskiy,
Joshua Cutler,
Zaïd Harchaoui,
2021,
J. Mach. Learn. Res..
Lin Xiao,
Dmitriy Drusvyatskiy,
Damek Davis,
2019,
J. Mach. Learn. Res..
Stochastic optimization under time drift: iterate averaging, step decay, and high probability guarantees
pdf
Dmitriy Drusvyatskiy,
Zaid Harchaoui,
Joshua Cutler,
2021,
ArXiv.
Dmitriy Drusvyatskiy,
Michael P. Friedlander,
Aleksandr Y. Aravkin,
2017,
SIAM J. Optim..
D. Drusvyatskiy,
Joshua Cutler,
Zaïd Harchaoui,
2021,
NeurIPS.
A. Lewis,
D. Drusvyatskiy,
2019,
Vietnam Journal of Mathematics.
Subgradient methods near active manifolds: saddle point avoidance, local convergence, and asymptotic normality
pdf
Dmitriy Drusvyatskiy,
Damek Davis,
Liwei Jiang,
2021,
ArXiv.
Damek Davis,
D. Drusvyatskiy,
2020,
COLT.
Dmitriy Drusvyatskiy,
Henry Wolkowicz,
Gábor Pataki,
2014,
SIAM J. Optim..
Dmitriy Drusvyatskiy,
Tristan van Leeuwen,
Aleksandr Aravkin,
2016,
1601.05011.
L. Ratliff,
D. Drusvyatskiy,
Maryam Fazel,
2021,
2022 IEEE 61st Conference on Decision and Control (CDC).
L. Ratliff,
D. Drusvyatskiy,
Evan Faulkner,
2022,
AISTATS.
D. Drusvyatskiy,
Nathan Krislock,
Henry Wolkowicz,
2014,
SIAM J. Optim..
Rekha R. Thomas,
D. Drusvyatskiy,
Hon-leung Lee,
2015,
SIAM Journal on Matrix Analysis and Applications.
D. Drusvyatskiy,
Adityanarayanan Radhakrishnan,
Misha Belkin,
2024,
ArXiv.
A. Daniilidis,
D. Drusvyatskiy,
2014
.
A. Lewis,
A. Daniilidis,
D. Drusvyatskiy,
2013,
Canadian Mathematical Bulletin.