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2020 – today
- 2021
[c44]Omid Sadeghi, Maryam Fazel:
Differentially Private Monotone Submodular Maximization Under Matroid and Knapsack Constraints. AISTATS 2021: 2908-2916- [i19]Halil Ibrahim Gulluk, Yue Sun, Samet Oymak, Maryam Fazel:
Sample Efficient Subspace-based Representations for Nonlinear Meta-Learning. CoRR abs/2102.07206 (2021) - 2020
- [j20]Jelena Diakonikolas
, Maryam Fazel, Lorenzo Orecchia:
Fair Packing and Covering on a Relative Scale. SIAM J. Optim. 30(4): 3284-3314 (2020) - [c43]Omid Sadeghi, Maryam Fazel:
Online Continuous DR-Submodular Maximization with Long-Term Budget Constraints. AISTATS 2020: 4410-4419 - [c42]Vincent Roulet, Maryam Fazel, Siddhartha S. Srinivasa, Zaïd Harchaoui:
On the Convergence of the Iterative Linear Exponential Quadratic Gaussian Algorithm to Stationary Points. ACC 2020: 132-137 - [c41]Yue Sun, Samet Oymak, Maryam Fazel:
Finite Sample System Identification: Optimal Rates and the Role of Regularization. L4DC 2020: 16-25 - [c40]Omid Sadeghi, Prasanna Sanjay Raut, Maryam Fazel:
A Single Recipe for Online Submodular Maximization with Adversarial or Stochastic Constraints. NeurIPS 2020 - [i18]Prasanna Sanjay Raut, Omid Sadeghi, Maryam Fazel:
Online DR-Submodular Maximization with Stochastic Cumulative Constraints. CoRR abs/2005.14708 (2020) - [i17]Mitas Ray, Omid Sadeghi, Lillian J. Ratliff, Maryam Fazel:
Function Design for Improved Competitive Ratio in Online Resource Allocation with Procurement Costs. CoRR abs/2012.12457 (2020)
2010 – 2019
- 2019
- [c39]Yue Sun, Nicolas Flammarion, Maryam Fazel:
Escaping from saddle points on Riemannian manifolds. NeurIPS 2019: 7274-7284 - [i16]Amin Jalali, Adel Javanmard, Maryam Fazel:
New Computational and Statistical Aspects of Regularized Regression with Application to Rare Feature Selection and Aggregation. CoRR abs/1904.05338 (2019) - [i15]Yue Sun, Nicolas Flammarion, Maryam Fazel:
Escaping from saddle points on Riemannian manifolds. CoRR abs/1906.07355 (2019) - [i14]Omid Sadeghi, Reza Eghbali, Maryam Fazel:
Competitive Algorithms for Online Budget-Constrained Continuous DR-Submodular Problems. CoRR abs/1907.00312 (2019) - [i13]Omid Sadeghi, Maryam Fazel:
Online Continuous DR-Submodular Maximization with Long-Term Budget Constraints. CoRR abs/1907.00316 (2019) - [i12]Jingjing Bu, Afshin Mesbahi, Maryam Fazel, Mehran Mesbahi:
LQR through the Lens of First Order Methods: Discrete-time Case. CoRR abs/1907.08921 (2019) - 2018
- [j19]Reza Eghbali, James Saunderson, Maryam Fazel:
Competitive online algorithms for resource allocation over the positive semidefinite cone. Math. Program. 170(1): 267-292 (2018) - [j18]Dmitriy Drusvyatskiy, Maryam Fazel, Scott Roy:
An Optimal First Order Method Based on Optimal Quadratic Averaging. SIAM J. Optim. 28(1): 251-271 (2018) - [c38]Jingjing Bu, Maryam Fazel, Mehran Mesbahi:
Accelerated Consensus with Linear Rate of Convergence. ACC 2018: 4931-4936 - [c37]Maryam Fazel, Rong Ge, Sham M. Kakade, Mehran Mesbahi:
Global Convergence of Policy Gradient Methods for the Linear Quadratic Regulator. ICML 2018: 1466-1475 - [i11]Maryam Fazel, Rong Ge, Sham M. Kakade, Mehran Mesbahi:
Global Convergence of Policy Gradient Methods for Linearized Control Problems. CoRR abs/1801.05039 (2018) - [i10]Reza Eghbali, James Saunderson, Maryam Fazel:
Competitive Online Algorithms for Resource Allocation over the Positive Semidefinite Cone. CoRR abs/1802.01312 (2018) - [i9]Jelena Diakonikolas, Maryam Fazel, Lorenzo Orecchia:
Width-Independence Beyond Linear Objectives: Distributed Fair Packing and Covering Algorithms. CoRR abs/1808.02517 (2018) - 2017
- [j17]Reza Eghbali, Maryam Fazel:
Decomposable norm minimization with proximal-gradient homotopy algorithm. Comput. Optim. Appl. 66(2): 345-381 (2017) - [j16]Amin Jalali, Maryam Fazel, Lin Xiao:
Variational Gram Functions: Convex Analysis and Optimization. SIAM J. Optim. 27(4): 2634-2661 (2017) - [c36]Amin Jalali, James Saunderson, Maryam Fazel, Babak Hassibi:
Error bounds for Bregman denoising and structured natural parameter estimation. ISIT 2017: 2273-2277 - 2016
- [c35]De Meng, Maryam Fazel, Mehran Mesbahi:
Online algorithms for network formation. CDC 2016: 135-140 - [c34]Reza Eghbali, Maryam Fazel, Mehran Mesbahi:
Worst case competitive analysis for online conic optimization. CDC 2016: 1945-1950 - [c33]Kishore Jaganathan, James Saunderson, Maryam Fazel, Yonina C. Eldar, Babak Hassibi:
Phaseless super-resolution using masks. ICASSP 2016: 4039-4043 - [c32]James Saunderson, Maryam Fazel, Babak Hassibi:
Simple algorithms and guarantees for low rank matrix completion over F2. ISIT 2016: 86-90 - [c31]Reza Eghbali, Maryam Fazel:
Designing smoothing functions for improved worst-case competitive ratio in online optimization. NIPS 2016: 3279-3287 - [c30]Amin Jalali, Qiyang Han, Ioana Dumitriu, Maryam Fazel:
Exploiting Tradeoffs for Exact Recovery in Heterogeneous Stochastic Block Models. NIPS 2016: 4871-4879 - [i8]Reza Eghbali, Maryam Fazel:
Worst Case Competitive Analysis of Online Algorithms for Conic Optimization. CoRR abs/1611.00507 (2016) - 2015
- [j15]Brian Hutchinson, Mari Ostendorf, Maryam Fazel:
A Sparse Plus Low-Rank Exponential Language Model for Limited Resource Scenarios. IEEE ACM Trans. Audio Speech Lang. Process. 23(3): 494-504 (2015) - [j14]Krishnamurthy Dvijotham, Emanuel Todorov, Maryam Fazel:
Convex Structured Controller Design in Finite Horizon. IEEE Trans. Control. Netw. Syst. 2(1): 1-10 (2015) - [j13]Samet Oymak, Amin Jalali, Maryam Fazel, Yonina C. Eldar, Babak Hassibi:
Simultaneously Structured Models With Application to Sparse and Low-Rank Matrices. IEEE Trans. Inf. Theory 61(5): 2886-2908 (2015) - [c29]Maxim Grechkin, Maryam Fazel, Daniela M. Witten, Su-In Lee:
Pathway Graphical Lasso. AAAI 2015: 2617-2623 - [c28]De Meng, Maryam Fazel, Mehran Mesbahi:
Proximal Alternating Direction Method of Multipliers for distributed optimization on weighted graphs. CDC 2015: 1396-1401 - [i7]Amin Jalali, Lin Xiao, Maryam Fazel:
Variational Gram Functions: Convex Analysis and Optimization. CoRR abs/1507.04734 (2015) - 2014
- [j12]Karthik Mohan, Palma London, Maryam Fazel, Daniela M. Witten, Su-In Lee:
Node-based learning of multiple Gaussian graphical models. J. Mach. Learn. Res. 15(1): 445-488 (2014) - [j11]Kean Ming Tan, Palma London, Karthik Mohan, Su-In Lee, Maryam Fazel, Daniela M. Witten:
Learning graphical models with hubs. J. Mach. Learn. Res. 15(1): 3297-3331 (2014) - [c27]Krishnamurthy Dvijotham, Maryam Fazel, Emanuel Todorov:
Convex risk averse control design. CDC 2014: 4020-4025 - [c26]Krishnamurthy Dvijotham, Maryam Fazel, Emanuel Todorov:
Universal Convexification via Risk-Aversion. UAI 2014: 162-171 - [i6]Krishnamurthy Dvijotham, Maryam Fazel, Emanuel Todorov:
Universal Convexification via Risk-Aversion. CoRR abs/1406.0554 (2014) - [i5]Reza Eghbali, Jon Swenson, Maryam Fazel:
Exponentiated Subgradient Algorithm for Online Optimization under the Random Permutation Model. CoRR abs/1410.7171 (2014) - 2013
- [j10]Raman Arora, Maya R. Gupta, Amol Kapila, Maryam Fazel:
Similarity-based clustering by left-stochastic matrix factorization. J. Mach. Learn. Res. 14(1): 1715-1746 (2013) - [j9]Maryam Fazel, Ting Kei Pong, Defeng Sun, Paul Tseng:
Hankel Matrix Rank Minimization with Applications to System Identification and Realization. SIAM J. Matrix Anal. Appl. 34(3): 946-977 (2013) - [j8]Fatemeh Fazel, Maryam Fazel, Milica Stojanovic:
Random Access Compressed Sensing over Fading and Noisy Communication Channels. IEEE Trans. Wirel. Commun. 12(5): 2114-2125 (2013) - [c25]Krishnamurthy Dvijotham, Emanuel Todorov, Maryam Fazel:
Convex control design via covariance minimization. Allerton 2013: 93-99 - [c24]Krishnamurthy Dvijotham, Evangelos A. Theodorou, Emanuel Todorov, Maryam Fazel:
Convexity of optimal linear controller design. CDC 2013: 2477-2482 - [c23]Samet Oymak, Amin Jalali, Maryam Fazel, Babak Hassibi:
Noisy estimation of simultaneously structured models: Limitations of convex relaxation. CDC 2013: 6019-6024 - [c22]Amin Jalali, Maryam Fazel:
A convex method for learning d-valued models. GlobalSIP 2013: 1123-1126 - [c21]Brian Hutchinson, Mari Ostendorf, Maryam Fazel:
Exceptions in language as learned by the multi-factor sparse plus low-rank language model. ICASSP 2013: 8580-8584 - [i4]Karthik Mohan, Palma London, Maryam Fazel, Daniela M. Witten, Su-In Lee:
Node-Based Learning of Multiple Gaussian Graphical Models. CoRR abs/1303.5145 (2013) - [i3]Krishnamurthy Dvijotham, Emanuel Todorov, Maryam Fazel:
Convex Structured Controller Design. CoRR abs/1309.7731 (2013) - 2012
- [j7]Karthik Mohan, Maryam Fazel:
Iterative reweighted algorithms for matrix rank minimization. J. Mach. Learn. Res. 13: 3441-3473 (2012) - [j6]Fatemeh Fazel, Maryam Fazel, Milica Stojanovic:
Compressed sensing in random access networks with applications to underwater monitoring. Phys. Commun. 5(2): 148-160 (2012) - [c20]Marzieh Nabi-Abdolyousefi, Maryam Fazel, Mehran Mesbahi:
A graph realization approach to network identification. CDC 2012: 4642-4647 - [c19]Brian Hutchinson, Mari Ostendorf, Maryam Fazel:
A Sparse Plus Low Rank Maximum Entropy Language Model. INTERSPEECH 2012: 1676-1679 - [c18]Shian-Ru Ke, Jenq-Neng Hwang, Maryam Fazel, Shen-Zheng Wang, Hung-I Pai:
Constrained multiple kernel tracking for human limbs. ISCAS 2012: 1847-1850 - [c17]Fatemeh Fazel, Maryam Fazel, Milica Stojanovic:
Random access compressed sensing over fading and noisy communication channels. ISIT 2012: 1613-1617 - [c16]Fatemeh Fazel, Maryam Fazel, Milica Stojanovic:
Random access sensor networks: Field reconstruction from incomplete data. ITA 2012: 300-305 - [c15]Karthik Mohan, Michael Jae-Yoon Chung, Seungyeop Han, Daniela M. Witten, Su-In Lee, Maryam Fazel:
Structured Learning of Gaussian Graphical Models. NIPS 2012: 629-637 - [i2]Samet Oymak, Amin Jalali, Maryam Fazel, Yonina C. Eldar, Babak Hassibi:
Simultaneously Structured Models with Application to Sparse and Low-rank Matrices. CoRR abs/1212.3753 (2012) - 2011
- [j5]Fatemeh Fazel, Maryam Fazel, Milica Stojanovic:
Random Access Compressed Sensing for Energy-Efficient Underwater Sensor Networks. IEEE J. Sel. Areas Commun. 29(8): 1660-1670 (2011) - [j4]Brian Hutchinson, Mari Ostendorf, Maryam Fazel:
Low Rank Language Models for Small Training Sets. IEEE Signal Process. Lett. 18(9): 489-492 (2011) - [c14]Fatemeh Fazel, Maryam Fazel, Milica Stojanovic:
Impact of fading on random access compressed sensing. ACSCC 2011: 408-412 - [c13]Raman Arora, Maya R. Gupta, Amol Kapila, Maryam Fazel:
Clustering by Left-Stochastic Matrix Factorization. ICML 2011: 761-768 - [c12]Samet Oymak, Karthik Mohan, Maryam Fazel, Babak Hassibi:
A simplified approach to recovery conditions for low rank matrices. ISIT 2011: 2318-2322 - [c11]Fatemeh Fazel, Maryam Fazel, Milica Stojanovic:
Design of a random access network for compressed sensing. ITA 2011: 103-111 - [i1]Samet Oymak, Karthik Mohan, Maryam Fazel, Babak Hassibi:
A Simplified Approach to Recovery Conditions for Low Rank Matrices. CoRR abs/1103.1178 (2011) - 2010
- [j3]Benjamin Recht, Maryam Fazel, Pablo A. Parrilo:
Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization. SIAM Rev. 52(3): 471-501 (2010) - [c10]Krishnamurthy Dvijotham, Maryam Fazel:
A nullspace analysis of the nuclear norm heuristic for rank minimization. ICASSP 2010: 3586-3589 - [c9]Karthik Mohan, Maryam Fazel:
New Restricted Isometry results for noisy low-rank recovery. ISIT 2010: 1573-1577 - [c8]Azam Bastanfard, Maryam Fazel, Alireza Abdi Kelishami, Mohammad Aghaahmadi:
The Persian Linguistic Based Audio-Visual Data Corpus, AVA II, Considering Coarticulation. MMM 2010: 284-294 - [c7]Azam Bastanfard, Nima Attaran Rezaei, Mahyar Mottaghizadeh, Maryam Fazel:
A Novel Multimedia Educational Speech Therapy System for Hearing Impaired Children. PCM (2) 2010: 705-715
2000 – 2009
- 2009
- [c6]Azam Bastanfard, Mohammad Aghaahmadi, Alireza Abdi Kelishami, Maryam Fazel, Maedeh Moghadam:
Persian Viseme Classification for Developing Visual Speech Training Application. PCM 2009: 1080-1085 - [c5]Azam Bastanfard, Maryam Fazel, Alireza Abdi Kelishami, Mohammad Aghaahmadi:
A comprehensive audio-visual corpus for teaching sound Persian phoneme articulation. SMC 2009: 169-174 - 2007
- [j2]Miguel Sousa Lobo, Maryam Fazel, Stephen P. Boyd:
Portfolio optimization with linear and fixed transaction costs. Ann. Oper. Res. 152(1): 341-365 (2007) - 2006
- [c4]Dennice F. Gayme, Maryam Fazel, John C. Doyle:
Complexity in Automation of SOS Proofs: An Illustrative Example. CDC 2006: 5851-5856 - [c3]Maryam Fazel, Dennice Maynard Gayme, Mung Chiang:
Transient Analysis for Wireless Power Control. GLOBECOM 2006 - 2005
- [j1]Masoud Sharif, Cedric Florens, Maryam Fazel, Babak Hassibi:
Amplitude and Sign Adjustment for Peak-to-Average-Power Reduction. IEEE Trans. Commun. 53(8): 1243-1247 (2005) - [c2]Mung Chiang, Jang-Won Lee, A. Robert Calderbank, Daniel Pérez Palomar, Maryam Fazel:
Network utility maximization with nonconcave, coupled, and reliability-based uilities. SIGMETRICS 2005: 277 - 2004
- [c1]Masoud Sharif, Cedric Florens, Maryam Fazel, Babak Hassibi:
Peak to average power reduction using amplitude and sign adjustment. ICC 2004: 837-841
Coauthor Index
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