Maryam Fazel

According to our database, Maryam Fazel authored at least 116 papers between 2001 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Offline Multi-task Transfer RL with Representational Penalization.

Avinandan Bose, Simon Shaolei Du, Maryam Fazel

CoRR, 2024

Learning Optimal Tax Design in Nonatomic Congestion Games.

Qiwen Cui, Maryam Fazel, Simon S. Du

CoRR, 2024

Fair Participation via Sequential Policies.

Reilly Raab, Ross Boczar, Maryam Fazel, Yang Liu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Toward a Theoretical Foundation of Policy Optimization for Learning Control Policies.

Bin Hu, Kaiqing Zhang, Na Li, Mehran Mesbahi, Maryam Fazel, Tamer Basar

Annu. Rev. Control. Robotics Auton. Syst., May, 2023

Multiplayer Performative Prediction: Learning in Decision-Dependent Games.

Adhyyan Narang, Evan Faulkner, Dmitriy Drusvyatskiy, Maryam Fazel, Lillian J. Ratliff

J. Mach. Learn. Res., 2023

Initializing Services in Interactive ML Systems for Diverse Users.

Avinandan Bose, Mihaela Curmei, Daniel L. Jiang, Jamie Morgenstern, Sarah Dean, Lillian J. Ratliff, Maryam Fazel

CoRR, 2023

A/B Testing and Best-arm Identification for Linear Bandits with Robustness to Non-stationarity.

Zhihan Xiong, Romain Camilleri, Maryam Fazel, Lalit Jain, Kevin G. Jamieson

CoRR, 2023

A Black-box Approach for Non-stationary Multi-agent Reinforcement Learning.

Haozhe Jiang, Qiwen Cui, Zhihan Xiong, Maryam Fazel, Simon S. Du

CoRR, 2023

No-Regret Online Prediction with Strategic Experts.

Omid Sadeghi, Maryam Fazel

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

On Controller Reduction in Linear Quadratic Gaussian Control with Performance Bounds.

Zhaolin Ren, Yang Zheng, Maryam Fazel, Na Li

Proceedings of the Learning for Dynamics and Control Conference, 2023

Offline Congestion Games: How Feedback Type Affects Data Coverage Requirement.

Haozhe Jiang, Qiwen Cui, Zhihan Xiong, Maryam Fazel, Simon Shaolei Du

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Fast First-Order Methods for Monotone Strongly DR-Submodular Maximization.

Maryam Fazel, Omid Sadeghi

Proceedings of the SIAM Conference on Applied and Computational Discrete Algorithms, 2023

Stochastic Contextual Bandits with Long Horizon Rewards.

Yuzhen Qin, Yingcong Li, Fabio Pasqualetti, Maryam Fazel, Samet Oymak

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Towards a Theoretical Foundation of Policy Optimization for Learning Control Policies.

Bin Hu, Kaiqing Zhang, Na Li, Mehran Mesbahi, Maryam Fazel, Tamer Basar

CoRR, 2022

Iterative Linear Quadratic Optimization for Nonlinear Control: Differentiable Programming Algorithmic Templates.

Vincent Roulet, Siddhartha S. Srinivasa, Maryam Fazel, Zaïd Harchaoui

CoRR, 2022

Interactive Combinatorial Bandits: Balancing Competitivity and Complementarity.

Adhyyan Narang, Omid Sadeghi, Lillian J. Ratliff, Maryam Fazel, Jeff A. Bilmes

CoRR, 2022

Multi-learner risk reduction under endogenous participation dynamics.

Sarah Dean, Mihaela Curmei, Lillian J. Ratliff, Jamie Morgenstern, Maryam Fazel

CoRR, 2022

System Identification via Nuclear Norm Regularization.

Yue Sun, Samet Oymak, Maryam Fazel

CoRR, 2022

Flat minima generalize for low-rank matrix recovery.

Lijun Ding, Dmitriy Drusvyatskiy, Maryam Fazel

CoRR, 2022

Computing Lewis Weights to High Precision.

Maryam Fazel, Yin Tat Lee, Swati Padmanabhan, Aaron Sidford

Proceedings of the 2022 ACM-SIAM Symposium on Discrete Algorithms, 2022

Near-Optimal Randomized Exploration for Tabular Markov Decision Processes.

Zhihan Xiong, Ruoqi Shen, Qiwen Cui, Maryam Fazel, Simon S. Du

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Learning in Congestion Games with Bandit Feedback.

Qiwen Cui, Zhihan Xiong, Maryam Fazel, Simon S. Du

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Escaping High-order Saddles in Policy Optimization for Linear Quadratic Gaussian (LQG) Control.

Yang Zheng, Yue Sun, Maryam Fazel, Na Li

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

Improved Rates for Derivative Free Gradient Play in Strongly Monotone Games^∗.

Dmitriy Drusvyatskiy, Maryam Fazel, Lillian J. Ratliff

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

Learning in Stochastic Monotone Games with Decision-Dependent Data.

Adhyyan Narang, Evan Faulkner, Dmitriy Drusvyatskiy, Maryam Fazel, Lillian J. Ratliff

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

Decision-Dependent Risk Minimization in Geometrically Decaying Dynamic Environments.

Mitas Ray, Lillian J. Ratliff, Dmitriy Drusvyatskiy, Maryam Fazel

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Faster First-Order Algorithms for Monotone Strongly DR-Submodular Maximization.

Omid Sadeghi, Maryam Fazel

CoRR, 2021

Improved Regret Bounds for Online Submodular Maximization.

Omid Sadeghi, Prasanna Sanjay Raut, Maryam Fazel

CoRR, 2021

Towards Sample-efficient Overparameterized Meta-learning.

Yue Sun, Adhyyan Narang, Halil Ibrahim Gulluk, Samet Oymak, Maryam Fazel

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Selective Sampling for Online Best-arm Identification.

Romain Camilleri, Zhihan Xiong, Maryam Fazel, Lalit Jain, Kevin G. Jamieson

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Sample Efficient Subspace-Based Representations for Nonlinear Meta-Learning.

Halil Ibrahim Gulluk, Yue Sun, Samet Oymak, Maryam Fazel

Proceedings of the IEEE International Conference on Acoustics, 2021

Learning Optimal Controllers by Policy Gradient: Global Optimality via Convex Parameterization.

Yue Sun, Maryam Fazel

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

Differentially Private Monotone Submodular Maximization Under Matroid and Knapsack Constraints.

Omid Sadeghi, Maryam Fazel

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

Online DR-Submodular Maximization: Minimizing Regret and Constraint Violation.

Prasanna Sanjay Raut, Omid Sadeghi, Maryam Fazel

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Fair Packing and Covering on a Relative Scale.

Jelena Diakonikolas, Maryam Fazel, Lorenzo Orecchia

SIAM J. Optim., 2020

Function Design for Improved Competitive Ratio in Online Resource Allocation with Procurement Costs.

Mitas Ray, Omid Sadeghi, Lillian J. Ratliff, Maryam Fazel

CoRR, 2020

Online DR-Submodular Maximization with Stochastic Cumulative Constraints.

Prasanna Sanjay Raut, Omid Sadeghi, Maryam Fazel

CoRR, 2020

A Single Recipe for Online Submodular Maximization with Adversarial or Stochastic Constraints.

Omid Sadeghi, Prasanna Sanjay Raut, Maryam Fazel

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Finite Sample System Identification: Optimal Rates and the Role of Regularization.

Yue Sun, Samet Oymak, Maryam Fazel

Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, 2020

On the Convergence of the Iterative Linear Exponential Quadratic Gaussian Algorithm to Stationary Points.

Vincent Roulet, Maryam Fazel, Siddhartha S. Srinivasa, Zaïd Harchaoui

Proceedings of the 2020 American Control Conference, 2020

Online Continuous DR-Submodular Maximization with Long-Term Budget Constraints.

Omid Sadeghi, Maryam Fazel

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

LQR through the Lens of First Order Methods: Discrete-time Case.

Jingjing Bu, Afshin Mesbahi, Maryam Fazel, Mehran Mesbahi

CoRR, 2019

Competitive Algorithms for Online Budget-Constrained Continuous DR-Submodular Problems.

Omid Sadeghi, Reza Eghbali, Maryam Fazel

CoRR, 2019

New Computational and Statistical Aspects of Regularized Regression with Application to Rare Feature Selection and Aggregation.

Amin Jalali, Adel Javanmard, Maryam Fazel

CoRR, 2019

Escaping from saddle points on Riemannian manifolds.

Yue Sun, Nicolas Flammarion, Maryam Fazel

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

An Optimal First Order Method Based on Optimal Quadratic Averaging.

Dmitriy Drusvyatskiy, Maryam Fazel, Scott Roy

SIAM J. Optim., 2018

Competitive online algorithms for resource allocation over the positive semidefinite cone.

Reza Eghbali, James Saunderson, Maryam Fazel

Math. Program., 2018

Width-Independence Beyond Linear Objectives: Distributed Fair Packing and Covering Algorithms.

Jelena Diakonikolas, Maryam Fazel, Lorenzo Orecchia

CoRR, 2018

Global Convergence of Policy Gradient Methods for Linearized Control Problems.

Maryam Fazel, Rong Ge, Sham M. Kakade, Mehran Mesbahi

CoRR, 2018

Global Convergence of Policy Gradient Methods for the Linear Quadratic Regulator.

Maryam Fazel, Rong Ge, Sham M. Kakade, Mehran Mesbahi

Proceedings of the 35th International Conference on Machine Learning, 2018

Accelerated Consensus with Linear Rate of Convergence.

Jingjing Bu, Maryam Fazel, Mehran Mesbahi

Proceedings of the 2018 Annual American Control Conference, 2018

2017

Variational Gram Functions: Convex Analysis and Optimization.

Amin Jalali, Maryam Fazel, Lin Xiao

SIAM J. Optim., 2017

Decomposable norm minimization with proximal-gradient homotopy algorithm.

Reza Eghbali, Maryam Fazel

Comput. Optim. Appl., 2017

Error bounds for Bregman denoising and structured natural parameter estimation.

Amin Jalali, James Saunderson, Maryam Fazel, Babak Hassibi

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

2016

Worst Case Competitive Analysis of Online Algorithms for Conic Optimization.

Reza Eghbali, Maryam Fazel

CoRR, 2016

Designing smoothing functions for improved worst-case competitive ratio in online optimization.

Reza Eghbali, Maryam Fazel

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Exploiting Tradeoffs for Exact Recovery in Heterogeneous Stochastic Block Models.

Amin Jalali, Qiyang Han, Ioana Dumitriu, Maryam Fazel

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Simple algorithms and guarantees for low rank matrix completion over F2.

James Saunderson, Maryam Fazel, Babak Hassibi

Proceedings of the IEEE International Symposium on Information Theory, 2016

Phaseless super-resolution using masks.

Kishore Jaganathan, James Saunderson, Maryam Fazel, Yonina C. Eldar, Babak Hassibi

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Online algorithms for network formation.

De Meng, Maryam Fazel, Mehran Mesbahi

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Worst case competitive analysis for online conic optimization.

Reza Eghbali, Maryam Fazel, Mehran Mesbahi

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

2015

Simultaneously Structured Models With Application to Sparse and Low-Rank Matrices.

Samet Oymak, Amin Jalali, Maryam Fazel, Yonina C. Eldar, Babak Hassibi

IEEE Trans. Inf. Theory, 2015

Convex Structured Controller Design in Finite Horizon.

Krishnamurthy Dvijotham, Emanuel Todorov, Maryam Fazel

IEEE Trans. Control. Netw. Syst., 2015

A Sparse Plus Low-Rank Exponential Language Model for Limited Resource Scenarios.

Brian Hutchinson, Mari Ostendorf, Maryam Fazel

IEEE ACM Trans. Audio Speech Lang. Process., 2015

Proximal Alternating Direction Method of Multipliers for distributed optimization on weighted graphs.

De Meng, Maryam Fazel, Mehran Mesbahi

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Pathway Graphical Lasso.

Maxim Grechkin, Maryam Fazel, Daniela M. Witten, Su-In Lee

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Learning graphical models with hubs.

Kean Ming Tan, Palma London, Karthik Mohan, Su-In Lee, Maryam Fazel, Daniela M. Witten

J. Mach. Learn. Res., 2014

Node-based learning of multiple Gaussian graphical models.

Karthik Mohan, Palma London, Maryam Fazel, Daniela M. Witten, Su-In Lee

J. Mach. Learn. Res., 2014

Exponentiated Subgradient Algorithm for Online Optimization under the Random Permutation Model.

Reza Eghbali, Jon Swenson, Maryam Fazel

CoRR, 2014

Universal Convexification via Risk-Aversion.

Krishnamurthy Dvijotham, Maryam Fazel, Emanuel Todorov

Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, 2014

Convex risk averse control design.

Krishnamurthy Dvijotham, Maryam Fazel, Emanuel Todorov

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

2013

Random Access Compressed Sensing over Fading and Noisy Communication Channels.

Fatemeh Fazel, Maryam Fazel, Milica Stojanovic

IEEE Trans. Wirel. Commun., 2013

Hankel Matrix Rank Minimization with Applications to System Identification and Realization.

Maryam Fazel, Ting Kei Pong, Defeng Sun, Paul Tseng

SIAM J. Matrix Anal. Appl., 2013

Similarity-based clustering by left-stochastic matrix factorization.

Raman Arora, Maya R. Gupta, Amol Kapila, Maryam Fazel

J. Mach. Learn. Res., 2013

Convex Structured Controller Design.

Krishnamurthy Dvijotham, Emanuel Todorov, Maryam Fazel

CoRR, 2013

Exceptions in language as learned by the multi-factor sparse plus low-rank language model.

Brian Hutchinson, Mari Ostendorf, Maryam Fazel

Proceedings of the IEEE International Conference on Acoustics, 2013

A convex method for learning d-valued models.

Amin Jalali, Maryam Fazel

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Noisy estimation of simultaneously structured models: Limitations of convex relaxation.

Samet Oymak, Amin Jalali, Maryam Fazel, Babak Hassibi

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Convexity of optimal linear controller design.

Krishnamurthy Dvijotham, Evangelos A. Theodorou, Emanuel Todorov, Maryam Fazel

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Convex control design via covariance minimization.

Krishnamurthy Dvijotham, Emanuel Todorov, Maryam Fazel

Proceedings of the 51st Annual Allerton Conference on Communication, 2013

2012

Compressed sensing in random access networks with applications to underwater monitoring.

Fatemeh Fazel, Maryam Fazel, Milica Stojanovic

Phys. Commun., 2012

Iterative reweighted algorithms for matrix rank minimization.

Karthik Mohan, Maryam Fazel

J. Mach. Learn. Res., 2012

Structured Learning of Gaussian Graphical Models.

Karthik Mohan, Michael Jae-Yoon Chung, Seungyeop Han, Daniela M. Witten, Su-In Lee, Maryam Fazel

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Random access sensor networks: Field reconstruction from incomplete data.

Fatemeh Fazel, Maryam Fazel, Milica Stojanovic

Proceedings of the 2012 Information Theory and Applications Workshop, 2012

Constrained multiple kernel tracking for human limbs.

Shian-Ru Ke, Jenq-Neng Hwang, Maryam Fazel, Shen-Zheng Wang, Hung-I Pai

Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

A Sparse Plus Low Rank Maximum Entropy Language Model.

Brian Hutchinson, Mari Ostendorf, Maryam Fazel

Proceedings of the INTERSPEECH 2012, 2012

A graph realization approach to network identification.

Marzieh Nabi-Abdolyousefi, Maryam Fazel, Mehran Mesbahi

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

2011

Low Rank Language Models for Small Training Sets.

Brian Hutchinson, Mari Ostendorf, Maryam Fazel

IEEE Signal Process. Lett., 2011

Random Access Compressed Sensing for Energy-Efficient Underwater Sensor Networks.

Fatemeh Fazel, Maryam Fazel, Milica Stojanovic

IEEE J. Sel. Areas Commun., 2011

Design of a random access network for compressed sensing.

Fatemeh Fazel, Maryam Fazel, Milica Stojanovic

Proceedings of the Information Theory and Applications Workshop, 2011

A simplified approach to recovery conditions for low rank matrices.

Samet Oymak, Karthik Mohan, Maryam Fazel, Babak Hassibi

Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Clustering by Left-Stochastic Matrix Factorization.

Raman Arora, Maya R. Gupta, Amol Kapila, Maryam Fazel

Proceedings of the 28th International Conference on Machine Learning, 2011

Impact of fading on random access compressed sensing.

Fatemeh Fazel, Maryam Fazel, Milica Stojanovic

Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010

Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization.

Benjamin Recht, Maryam Fazel, Pablo A. Parrilo

SIAM Rev., 2010

A Novel Multimedia Educational Speech Therapy System for Hearing Impaired Children.

Azam Bastanfard, Nima Attaran Rezaei, Mahyar Mottaghizadeh, Maryam Fazel

Proceedings of the Advances in Multimedia Information Processing - PCM 2010, 2010

The Persian Linguistic Based Audio-Visual Data Corpus, AVA II, Considering Coarticulation.

Azam Bastanfard, Maryam Fazel, Alireza Abdi Kelishami, Mohammad Aghaahmadi

Proceedings of the Advances in Multimedia Modeling, 2010

New Restricted Isometry results for noisy low-rank recovery.

Karthik Mohan, Maryam Fazel

Proceedings of the IEEE International Symposium on Information Theory, 2010

A nullspace analysis of the nuclear norm heuristic for rank minimization.

Krishnamurthy Dvijotham, Maryam Fazel

Proceedings of the IEEE International Conference on Acoustics, 2010

Reweighted nuclear norm minimization with application to system identification.

Karthik Mohan, Maryam Fazel

Proceedings of the American Control Conference, 2010

Model discrimination of chemical reaction networks by linearization.

Daniel Georgiev, Maryam Fazel, Eric Klavins

Proceedings of the American Control Conference, 2010

Iterative reweighted least squares for matrix rank minimization.

Karthik Mohan, Maryam Fazel

Proceedings of the 48th Annual Allerton Conference on Communication, 2010

Random access compressed sensing in underwater sensor networks.

Fatemeh Fazel, Maryam Fazel, Milica Stojanovic

Proceedings of the 48th Annual Allerton Conference on Communication, 2010

2009

A comprehensive audio-visual corpus for teaching sound Persian phoneme articulation.

Azam Bastanfard, Maryam Fazel, Alireza Abdi Kelishami, Mohammad Aghaahmadi

Proceedings of the IEEE International Conference on Systems, 2009

Persian Viseme Classification for Developing Visual Speech Training Application.

Azam Bastanfard, Mohammad Aghaahmadi, Alireza Abdi Kelishami, Maryam Fazel, Maedeh Moghadam

Proceedings of the Advances in Multimedia Information Processing, 2009

2008

Compressed sensing and robust recovery of low rank matrices.

Maryam Fazel, Emmanuel J. Candès, Ben Recht, Pablo A. Parrilo

Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

2007

Portfolio optimization with linear and fixed transaction costs.

Miguel Sousa Lobo, Maryam Fazel, Stephen P. Boyd

Ann. Oper. Res., 2007

2006

Transient Analysis for Wireless Power Control.

Maryam Fazel, Dennice Maynard Gayme, Mung Chiang

Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006

Complexity in Automation of SOS Proofs: An Illustrative Example.

Dennice F. Gayme, Maryam Fazel, John C. Doyle

Proceedings of the 45th IEEE Conference on Decision and Control, 2006

Stochastic reachability analysis in complex biological networks.

Hana El-Samad, Maryam Fazel, Xin Liu, Antonis Papachristodoulou, Stephen Prajna

Proceedings of the American Control Conference, 2006

2005

Amplitude and Sign Adjustment for Peak-to-Average-Power Reduction.

Masoud Sharif, Cedric Florens, Maryam Fazel, Babak Hassibi

IEEE Trans. Commun., 2005

Network utility maximization with nonconcave, coupled, and reliability-based uilities.

Mung Chiang, Jang-Won Lee, A. Robert Calderbank, Daniel Pérez Palomar, Maryam Fazel

Proceedings of the International Conference on Measurements and Modeling of Computer Systems, 2005

Network Utility Maximization With Nonconcave Utilities Using Sum-of-Squares Method.

Maryam Fazel, Mung Chiang

Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

2004

Peak to average power reduction using amplitude and sign adjustment.

Masoud Sharif, Cedric Florens, Maryam Fazel, Babak Hassibi

Proceedings of IEEE International Conference on Communications, 2004

Rank minimization and applications in system theory.

Maryam Fazel, Haitham A. Hindi, Stephen P. Boyd

Proceedings of the 2004 American Control Conference, 2004

2003

Log-det heuristic for matrix rank minimization with applications to Hankel and Euclidean distance matrices.

Maryam Fazel, Haitham A. Hindi, Stephen P. Boyd

Proceedings of the American Control Conference, 2003

2001

A rank minimization heuristic with application to minimum order system approximation.

Maryam Fazel, Haitham A. Hindi, Stephen P. Boyd

Proceedings of the American Control Conference, 2001