Ramtin Pedarsani

IEEE Trans. Inf. Theory, February, 2024

Generalization Properties of Adversarial Training for 𝓁0-Bounded Adversarial Attacks.

[BibT_eX]

[DOI]

CoRR, 2024

Learning to Understand: Identifying Interactions via the Mobius Transform.

[BibT_eX]

[DOI]

CoRR, 2024

Inverse Reinforcement Learning by Estimating Expertise of Demonstrators.

[BibT_eX]

[DOI]

Mark Beliaev

CoRR, 2024

2023

Provably Private Distributed Averaging Consensus: An Information-Theoretic Approach.

[BibT_eX]

[DOI]

Mohammad Fereydounian

Aryan Mokhtari

IEEE Trans. Inf. Theory, November, 2023

Pricing for Multi-modal Pickup and Delivery Problems with Heterogeneous Users.

[BibT_eX]

[DOI]

Mark Beliaev

Negar Mehr

CoRR, 2023

The Fair Value of Data Under Heterogeneous Privacy Constraints.

[BibT_eX]

[DOI]

Justin Singh Kang

CoRR, 2023

Generalization Properties of Adversarial Training for -ℓ0 Bounded Adversarial Attacks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Information Theory Workshop, 2023

Equal Improvability: A New Fairness Notion Considering the Long-term Impact.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Generalized Likelihood Ratio Test for Adversarially Robust Hypothesis Testing.

[BibT_eX]

[DOI]

Bhagyashree Puranik

IEEE Trans. Signal Process., 2022

CodedReduce: A Fast and Robust Framework for Gradient Aggregation in Distributed Learning.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2022

Social Coordination and Altruism in Autonomous Driving.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Robust Classification Under $\ell_0$ Attack for the Gaussian Mixture Model.

[BibT_eX]

[DOI]

SIAM J. Math. Data Sci., 2022

Straggler-Resilient Federated Learning: Leveraging the Interplay Between Statistical Accuracy and System Heterogeneity.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Inf. Theory, 2022

An Optimal Transport Approach to Personalized Federated Learning.

[BibT_eX]

[DOI]

Farzan Farnia

Ali Jadbabaie

IEEE J. Sel. Areas Inf. Theory, 2022

Learning-based social coordination to improve safety and robustness of cooperative autonomous vehicles in mixed traffic.

[BibT_eX]

[DOI]

CoRR, 2022

Straggler-Resilient Personalized Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Binary Classification Under 𝓁0 Attacks for General Noise Distribution.

[BibT_eX]

[DOI]

CoRR, 2022

Robustness and Adaptability of Reinforcement Learning based Cooperative Autonomous Driving in Mixed-autonomy Traffic.

[BibT_eX]

[DOI]

CoRR, 2022

Asymptotic Behavior of Adversarial Training in Binary Linear Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2022

Efficient and Robust Classification for Sparse Attacks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2022

Imitation Learning by Estimating Expertise of Demonstrators.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Adaptive Node Participation for Straggler-Resilient Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Anonymous Tolling for Traffic Networks with Mixed Autonomy.

[BibT_eX]

[DOI]

Proceedings of the European Control Conference, 2022

Congestion-aware Bi-modal Delivery Systems Utilizing Drones.

[BibT_eX]

[DOI]

Mark Beliaev

Negar Mehr

Proceedings of the European Control Conference, 2022

A Dynamic Decision-Making Framework Promoting Long-Term Fairness.

[BibT_eX]

[DOI]

Bhagyashree Puranik

Proceedings of the AIES '22: AAAI/ACM Conference on AI, Ethics, and Society, Oxford, United Kingdom, May 19, 2022

2021

Edge Computing in the Dark: Leveraging Contextual-Combinatorial Bandit and Coded Computing.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2021

Incentivizing Efficient Equilibria in Traffic Networks With Mixed Autonomy.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2021

Routing for Traffic Networks With Mixed Autonomy.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2021

Sharp Guarantees and Optimal Performance for Inference in Binary and Gaussian-Mixture Models.

[BibT_eX]

[DOI]

Entropy, 2021

Optimal Tolling for Multitype Mixed Autonomous Traffic Networks.

[BibT_eX]

[DOI]

IEEE Control. Syst. Lett., 2021

Towards Learning Generalizable Driving Policies from Restricted Latent Representations.

[BibT_eX]

[DOI]

CoRR, 2021

Altruistic Maneuver Planning for Cooperative Autonomous Vehicles Using Multi-agent Advantage Actor-Critic.

[BibT_eX]

[DOI]

CoRR, 2021

Robust Classification Under 𝓁0 Attack for the Gaussian Mixture Model.

[BibT_eX]

[DOI]

CoRR, 2021

Cooperative Autonomous Vehicles that Sympathize with Human Drivers.

[BibT_eX]

[DOI]

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Emergent Prosociality in Multi-Agent Games Through Gifting.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Incentivizing routing choices for safe and efficient transportation in the face of the COVID-19 pandemic.

[BibT_eX]

[DOI]

Proceedings of the ICCPS '21: ACM/IEEE 12th International Conference on Cyber-Physical Systems, 2021

Adversarially Robust Classification Based on GLRT.

[BibT_eX]

[DOI]

Bhagyashree Puranik

Proceedings of the IEEE International Conference on Acoustics, 2021

Fundamental Limits of Ridge-Regularized Empirical Risk Minimization in High Dimensions.

[BibT_eX]

[DOI]

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

2020

Coded Computing for Distributed Graph Analytics.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2020

Mixed Autonomy in Ride-Sharing Networks.

[BibT_eX]

[DOI]

Qinshuang Wei

IEEE Trans. Control. Netw. Syst., 2020

Asymptotic Behavior of Adversarial Training in Binary Classification.

[BibT_eX]

[DOI]

CoRR, 2020

Quantized Push-sum for Gossip and Decentralized Optimization over Directed Graphs.

[BibT_eX]

[DOI]

CoRR, 2020

Robust Federated Learning: The Case of Affine Distribution Shifts.

[BibT_eX]

[DOI]

Farzan Farnia

Ali Jadbabaie

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

Coded Computing in Unknown Environment via Online Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2020

Optimality of Least-squares for Classification in Gaussian-Mixture Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2020

Hierarchical Coded Gradient Aggregation for Learning at the Edge.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2020

Quantized Decentralized Stochastic Learning over Directed Graphs.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Polarizing Front Ends for Robust Cnns.

[BibT_eX]

[DOI]

Can Bakiskan

Metehan Cekic

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Sharp Asymptotics and Optimal Performance for Inference in Binary Models.

[BibT_eX]

[DOI]

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

FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization.

[BibT_eX]

[DOI]

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

2019

An Exact Quantized Decentralized Gradient Descent Algorithm.

[BibT_eX]

[DOI]

Aryan Mokhtari

IEEE Trans. Signal Process., 2019

SAFFRON: A Fast, Efficient, and Robust Framework for Group Testing Based on Sparse-Graph Codes.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2019

Communication-Aware Scheduling of Serial Tasks for Dispersed Computing.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2019

Learning Mixtures of Sparse Linear Regressions Using Sparse Graph Codes.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2019

Coded Computation Over Heterogeneous Clusters.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2019

Sub-Linear Time Support Recovery for Compressed Sensing Using Sparse-Graph Codes.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2019

Dynamic Pricing and Management for Electric Autonomous Mobility on Demand Systems Using Reinforcement Learning.

[BibT_eX]

[DOI]

Berkay Turan

Mahnoosh Alizadeh

CoRR, 2019

Learning How to Dynamically Route Autonomous Vehicles on Shared Roads.

[BibT_eX]

[DOI]

CoRR, 2019

Mixed Autonomy in Ride-Sharing Network.

[BibT_eX]

[DOI]

Qinshuang Wei

CoRR, 2019

Robust and Communication-Efficient Collaborative Learning.

[BibT_eX]

[DOI]

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

Timely-Throughput Optimal Coded Computing over Cloud Networks.

[BibT_eX]

[DOI]

Proceedings of the Twentieth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2019

Timely Coded Computing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2019

Tree Gradient Coding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2019

Optimal Tolling for Heterogeneous Traffic Networks with Mixed Autonomy.

[BibT_eX]

[DOI]

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

The Green Choice: Learning and Influencing Human Decisions on Shared Roads.

[BibT_eX]

[DOI]

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Ride-Sharing Networks with Mixed Autonomy.

[BibT_eX]

[DOI]

Qinshuang Wei

Jorge Alberto Rodriguez

Proceedings of the 2019 American Control Conference, 2019

Sharp Guarantees for Solving Random Equations with One-Bit Information.

[BibT_eX]

[DOI]

Proceedings of the 57th Annual Allerton Conference on Communication, 2019

2018

Speeding Up Distributed Machine Learning Using Codes.

[BibT_eX]

[DOI]

Maximilian Lam

Dimitris S. Papailiopoulos

IEEE Trans. Inf. Theory, 2018

Toward Robust Neural Networks via Sparsification.

[BibT_eX]

[DOI]

Zhinus Marzi

CoRR, 2018

Altruistic Autonomy: Beating Congestion on Shared Roads.

[BibT_eX]

[DOI]

Proceedings of the Algorithmic Foundations of Robotics XIII, 2018

Sub-linear Time Stochastic Threshold Group Testing via Sparse-Graph Codes.

[BibT_eX]

[DOI]

Pedro Abdalla

Proceedings of the IEEE Information Theory Workshop, 2018

Signal Control for Urban Traffic Networks with Unknown System Parameters.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Sparsity-based Defense Against Adversarial Attacks on Linear Classifiers.

[BibT_eX]

[DOI]

Zhinus Marzi

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Combating Adversarial Attacks Using Sparse Representations.

[BibT_eX]

[DOI]

Zhinus Marzi

Proceedings of the 6th International Conference on Learning Representations, 2018

Quantized Decentralized Consensus Optimization.

[BibT_eX]

[DOI]

Aryan Mokhtari

Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Maximizing Road Capacity Using Cars that Influence People.

[BibT_eX]

[DOI]

Proceedings of the 57th IEEE Conference on Decision and Control, 2018

The Price of Anarchy for Transportation Networks with Mixed Autonomy.

[BibT_eX]

[DOI]

Proceedings of the 2018 Annual American Control Conference, 2018

2017

On Scheduling Redundant Requests With Cancellation Overheads.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2017

PhaseCode: Fast and Efficient Compressive Phase Retrieval Based on Sparse-Graph Codes.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2017

Joint perimeter and signal control of urban traffic via network utility maximization.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Coded computation for multicore setups.

[BibT_eX]

[DOI]

Dimitris S. Papailiopoulos

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

Asynchronous and noncoherent neighbor discovery for the IoT using sparse-graph codes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2017

Low-complexity ramp metering for freeway congestion control via network utility maximization.

[BibT_eX]

[DOI]

Negar Mehr

Roberto Horowitz

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Capacity modeling and routing for traffic networks with mixed autonomy.

[BibT_eX]

[DOI]

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Latency analysis of coded computation schemes over wireless networks.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Allerton Conference on Communication, 2017

Multilevel group testing via sparse-graph codes.

[BibT_eX]

[DOI]

Pedro Abdalla

Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016

Online Coded Caching.

[BibT_eX]

[DOI]

Mohammad Ali Maddah-Ali

Urs Niesen

IEEE/ACM Trans. Netw., 2016

Stability of multiclass queueing networks under longest-queue and longest-dominating-queue scheduling.

[BibT_eX]

[DOI]

J. Appl. Probab., 2016

Robust Scheduling for Flexible Processing Networks.

[BibT_eX]

[DOI]

CoRR, 2016

Queue-length estimation using real-time traffic data.

[BibT_eX]

[DOI]

Zahra Amini

Alexander Skabardonis

Pravin Varaiya

Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

SAFFRON: A fast, efficient, and robust framework for group testing based on sparse-graph codes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2016

Compressed sensing using sparse-graph codes for the continuous-alphabet setting.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Allerton Conference on Communication, 2016

2015

Robust Scheduling for Queueing Networks.

[BibT_eX]

[DOI]

PhD thesis, 2015

On the DMT Optimality of Time-Varying Distributed Rotation Over Slow Fading Relay Channels.

[BibT_eX]

[DOI]

Olivier Lévêque

Sheng Yang

IEEE Trans. Wirel. Commun., 2015

Fast and robust compressive phase retrieval with sparse-graph codes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

Capacity-approaching PhaseCode for low-complexity compressive phase retrieval.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

Sparse covariance estimation based on sparse-graph codes.

[BibT_eX]

[DOI]

Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

2014

Robust scheduling and congestion control for flexible queueing networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computing, Networking and Communications, 2014

Robust scheduling in a flexible fork-join network.

[BibT_eX]

[DOI]

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

Scheduling tasks with precedence constraints on multiple servers.

[BibT_eX]

[DOI]

Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

PhaseCode: Fast and efficient compressive phase retrieval based on sparse-graph codes.

[BibT_eX]

[DOI]

Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

2012

Stability of Lu-Kumar Networks under Longest-Queue and Longest-Dominating-Queue Scheduling

[BibT_eX]

[DOI]

CoRR, 2012

2011

On the construction of polar codes.

[BibT_eX]

[DOI]

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

2010

Flip-and-forward achieves the optimal diversity-multiplexing tradeoff for the two-hop MIMO relay channel, with two relay antennas.

[BibT_eX]

[DOI]

Olivier Lévêque

Sheng Yang

Proceedings of the 5th International ICST Conference on Cognitive Radio Oriented Wireless Networks and Communications, 2010

On the DMT optimality of the rotate-and-forward scheme in a two-hop MIMO relay channel.

[BibT_eX]

[DOI]