Munther A. Dahleh

ORCID

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 89

Top Venues

CoRR

CDC

ACC

IEEE Trans. Smart Grid

Publications

Adib Hasan, Mardavij Roozbehani, Munther A. Dahleh
WeatherFormer: A Pretrained Encoder Model for Learning Robust Weather Representations from Small Datasets. CoRR (2024)
Munther A. Dahleh, Thibaut Horel, M. Umar B. Niazi
Mitigating Information Asymmetry in Two-Stage Contracts with Non-Myopic Agents. CoRR (2024)
Alessandro Bonatti, Munther A. Dahleh, Thibaut Horel, Amir Nouripour
Selling information in competitive environments. J. Econ. Theory 216 (2024)
Bharadwaj Satchidanandan, Munther A. Dahleh
Incentive Compatibility in Two-Stage Repeated Stochastic Games. IEEE Trans. Control. Netw. Syst. 11 (1) (2024)
Meshal Alharbi, Mardavij Roozbehani, Munther A. Dahleh
Sample Efficient Reinforcement Learning with Partial Dynamics Knowledge. AAAI (2024)
Tianyi Li, Munther A. Dahleh
Automation of Strategic Data Prioritization in System Model Calibration: Sensor Placement. INFORMS J. Comput. 36 (1) (2024)
M. Umar B. Niazi, Jung-Hoon Cho, Munther A. Dahleh, Roy Dong, Cathy Wu
Incentive Design for Eco-driving in Urban Transportation Networks. ECC (2024)
Abdullah Alomar, Munther A. Dahleh, Sean Mann, Devavrat Shah
SAMoSSA: Multivariate Singular Spectrum Analysis with Stochastic Autoregressive Noise. NeurIPS (2023)
Alessandro Bonatti, Munther A. Dahleh, Thibaut Horel, Amir Nouripour
Coordination via Selling Information. CoRR (2023)
Alessandro Bonatti, Munther A. Dahleh, Thibaut Horel, Mardavij Roozbehani
Information Asymmetry and Contract Design with Applications to Agriculture. CDC (2023)
Abdullah Alomar, Munther A. Dahleh, Sean Mann, Devavrat Shah
SAMoSSA: Multivariate Singular Spectrum Analysis with Stochastic Autoregressive Noise. CoRR (2023)
Meshal Alharbi, Mardavij Roozbehani, Munther A. Dahleh
Sample Efficient Reinforcement Learning with Partial Dynamics Knowledge. CoRR (2023)
Anish Agarwal, Munther A. Dahleh, Devavrat Shah, Dennis Shen
Causal Matrix Completion. COLT (2023)
Bharadwaj Satchidanandan, Mardavij Roozbehani, Munther A. Dahleh
A Two-Stage Mechanism for Demand Response Markets. IEEE Control. Syst. Lett. 7 (2023)
Maryann Rui, Thibaut Horel, Munther A. Dahleh
Estimation of Models with Limited Data by Leveraging Shared Structure. CoRR (2023)
Taylor E. Baum, Bharadwaj Satchidanandan, Munther A. Dahleh, Emery N. Brown
A Study of Robustness of a Closed-Loop System for Blood Pressure Control. ACC (2023)
M. Umar B. Niazi, Jung-Hoon Cho, Munther A. Dahleh, Roy Dong, Cathy Wu
Incentive Design for Eco-driving in Urban Transportation Networks. CoRR (2023)
Bharadwaj Satchidanandan, Mardavij Roozbehani, Munther A. Dahleh
A Two-Stage Mechanism for Demand Response Markets. CoRR (2022)
Bharadwaj Satchidanandan, Munther A. Dahleh
An Efficient and Incentive-Compatible Mechanism for Energy Storage Markets. IEEE Trans. Smart Grid 13 (3) (2022)
Ian Schneider, Mardavij Roozbehani, Munther A. Dahleh
An Online Learning Framework for Targeting Demand Response Customers. IEEE Trans. Smart Grid 13 (1) (2022)
Alessandro Bonatti, Munther A. Dahleh, Thibaut Horel, Amir Nouripour
Selling Information in Competitive Environments. CoRR (2022)
Ashkan Haji Hosseinloo, Munther A. Dahleh
Deterministic policy gradient algorithms for semi-Markov decision processes. Int. J. Intell. Syst. 37 (7) (2022)
Bharadwaj Satchidanandan, Munther A. Dahleh
Incentive Compatibility in Two-Stage Repeated Stochastic Games. CoRR (2022)
Ashkan Haji Hosseinloo, Saleh Nabi, Anette E. Hosoi, Munther A. Dahleh
Data-driven control of COVID-19 in buildings: a reinforcement-learning approach. CoRR (2022)
Dalton J. Jones, Munther A. Dahleh
Closed Loop System Identification With Known Feedback: A Non Asymptotic Viewpoint. ACC (2022)
Bharadwaj Satchidanandan, Munther A. Dahleh
Economic Dispatch for EV Energy Storage-Integrated Power Systems. COMSNETS (2022)
Anish Agarwal, Munther A. Dahleh, Devavrat Shah, Dennis Shen
Causal Matrix Completion. CoRR (2021)
Tuhin Sarkar, Alexander Rakhlin, Munther A. Dahleh
Finite Time LTI System Identification. J. Mach. Learn. Res. 22 (2021)
X. Flora Meng, Tuhin Sarkar, Munther A. Dahleh
Nonstochastic Bandits with Infinitely Many Experts. CDC (2021)
X. Flora Meng, Tuhin Sarkar, Munther A. Dahleh
Nonstochastic Bandits with Infinitely Many Experts. CoRR (2021)
Luis Lopez, Alvaro Gonzalez-Castellanos, David Pozo, Mardavij Roozbehani, Munther A. Dahleh
QuickFlex: a Fast Algorithm for Flexible Region Construction for the TSO-DSO Coordination. CoRR (2021)
Sarah C. Fay, Dalton J. Jones, Munther A. Dahleh, A. E. Hosoi
Simple Control for Complex Pandemics. CDC (2021)
Bharadwaj Satchidanandan, Munther A. Dahleh
A Mechanism for Selling Battery Storage Service in Day-Ahead Electricity Markets. ACC (2021)
Ketan Savla, Jeff S. Shamma, Munther A. Dahleh
Network Effects on the Robustness of Dynamic Systems. Annu. Rev. Control. Robotics Auton. Syst. 3 (2020)
Ashkan Haji Hosseinloo, Alexander Ryzhov, Aldo Bischi, Henni Ouerdane, Konstantin S. Turitsyn, Munther A. Dahleh
Data-driven control of micro-climate in buildings; an event-triggered reinforcement learning approach. CoRR (2020)
Shreya Saxena, Sridevi V. Sarma, Munther A. Dahleh
Performance Limitations in Sensorimotor Control: Trade-Offs Between Neural Computation and Accuracy in Tracking Fast Movements. Neural Comput. 32 (5) (2020)
Guangchun Ruan, Dongqi Wu, Xiangtian Zheng, Sivaranjani S., Haiwang Zhong, Munther A. Dahleh, Le Xie, Chongqing Kang
A Cross-Domain Approach to Analyzing the Short-Run Impact of COVID-19 on the U.S. Electricity Sector. CoRR (2020)
Anish Agarwal, Munther A. Dahleh, Thibaut Horel, Maryann Rui
Towards Data Auctions with Externalities. CoRR (2020)
Bharadwaj Satchidanandan, Munther A. Dahleh
An Efficient and Incentive-Compatible Mechanism for Energy Storage Markets. CoRR (2020)
Ashkan Haji Hosseinloo, Munther A. Dahleh
Event-Triggered Reinforcement Learning; An Application to Buildings' Micro-Climate Control. AAAI Spring Symposium: MLPS (2020)
Tuhin Sarkar, Alexander Rakhlin, Munther A. Dahleh
Nonparametric System identification of Stochastic Switched Linear Systems. CoRR (2019)
Ketan Savla, Jeff S. Shamma, Munther A. Dahleh
Network Effects on Robustness of Dynamic Systems. CoRR (2019)
Elie M. Adam, Munther A. Dahleh, Asuman E. Ozdaglar
Interconnection and Memory in Linear Time-Invariant Systems. IEEE Trans. Autom. Control. 64 (5) (2019)
Tuhin Sarkar, Alexander Rakhlin, Munther A. Dahleh
Nonparametric System identification of Stochastic Switched Linear Systems. CDC (2019)
Ian Schneider, Jun Jie Joseph Kuan, Mardavij Roozbehani, Munther A. Dahleh
Between-Ride Routing for Private Transportation Services. ACC (2019)
Tuhin Sarkar, Mardavij Roozbehani, Munther A. Dahleh
Asymptotic Network Robustness. IEEE Trans. Control. Netw. Syst. 6 (2) (2019)
Anish Agarwal, Munther A. Dahleh, Tuhin Sarkar
A Marketplace for Data: An Algorithmic Solution. EC (2019)
Tuhin Sarkar, Alexander Rakhlin, Munther A. Dahleh
Finite-Time System Identification for Partially Observed LTI Systems of Unknown Order. CoRR (2019)
Elie M. Adam, Munther A. Dahleh
On the Abstract Structure of the Behavioral Approach to Systems Theory. CoRR (2019)
Elie M. Adam, Munther A. Dahleh
Generativity and Interactional Effects: an Overview. CoRR (2019)
Elie M. Adam, Munther A. Dahleh
On the Mathematical Structure of Cascade Effects and Emergent Phenomena. CoRR (2019)
Anish Agarwal, Munther A. Dahleh, Devavrat Shah, Dylan Sleeper, Andrew Tsai, Madeline Wong
Zorro: A Model Agnostic System to Price Consumer Data. CoRR (2019)
Tuhin Sarkar, Mardavij Roozbehani, Munther A. Dahleh
Asymptotic Robustness in Consensus Networks. ACC (2018)
Tuhin Sarkar, Mardavij Roozbehani, Munther A. Dahleh
Minimal Realization Problems for Jump Linear Systems. CDC (2018)
Tuhin Sarkar, Mardavij Roozbehani, Munther A. Dahleh
Robustness in Consensus Networks. CoRR (2018)
Tuhin Sarkar, Mardavij Roozbehani, Munther A. Dahleh
Minimal Realization Problems for Jump Linear Systems. CoRR (2018)
Shreya Saxena, Raina D'Aleo, Marc H. Schieber, Munther A. Dahleh, Sridevi V. Sarma
Reconstructing Neural Activity and Kinematics Using a Systems-Level Model of Sensorimotor Control. EMBC (2018)
Ian Schneider, Jun Jie Joseph Kuan, Mardavij Roozbehani, Munther A. Dahleh
Between-Ride Routing for Private Transportation Services. CoRR (2018)
Anish Agarwal, Munther A. Dahleh, Tuhin Sarkar
A Marketplace for Data: An Algorithmic Solution. CoRR (2018)
Ahmet Yasin Yazicioglu, Mardavij Roozbehani, Munther A. Dahleh
Resilient Control of Transportation Networks by Using Variable Speed Limits. IEEE Trans. Control. Netw. Syst. 5 (4) (2018)
Pramod P. Khargonekar, Munther A. Dahleh
Advancing systems and control research in the era of ML and AI. Annu. Rev. Control. 45 (2018)
Datong P. Zhou, Mardavij Roozbehani, Munther A. Dahleh, Claire J. Tomlin
How Peer Effects Influence Energy Consumption. CoRR (2017)
Datong P. Zhou, Maximilian Balandat, Munther A. Dahleh, Claire J. Tomlin
Eliciting private user information for residential demand response. CDC (2017)
Datong P. Zhou, Munther A. Dahleh, Claire J. Tomlin
Hedging strategies for load-serving entities in wholesale electricity markets. CDC (2017)
Daria Madjidian, Mardavij Roozbehani, Munther A. Dahleh
Emulating batteries with deferrable energy demand. ACC (2017)
Amir Ajorlou, Ali Jadbabaie, Munther A. Dahleh
Dynamic public learning in networks of strategic agents: The role of inter/intra-community ties. CDC (2017)
Ahmet Yasin Yazicioglu, Mardavij Roozbehani, Munther A. Dahleh
Resilient operation of transportation networks via variable speed limits. ACC (2017)
Datong P. Zhou, Munther A. Dahleh, Claire J. Tomlin
Eliciting Private User Information for Residential Demand Response. CoRR (2017)
Bomin Jiang, Mardavij Roozbehani, Munther A. Dahleh
Coalitional game with opinion exchange. CDC (2017)
Datong P. Zhou, Mardavij Roozbehani, Munther A. Dahleh, Claire J. Tomlin
Stability analysis of wholesale electricity markets under dynamic consumption models and real-time pricing. ACC (2017)
Munther A. Dahleh
Emulating batteries with deferrable energy demand. CISS (2017)
Amir Ajorlou, Ali Jadbabaie, Munther A. Dahleh
Aggregate learning in networks of strategic agents. ACSSC (2017)
Bomin Jiang, Mardavij Roozbehani, Munther A. Dahleh
Coalitional game with opinion exchange. CoRR (2017)
Saajid Haque, Donatello Materassi, Saverio Bolognani, Mardavij Roozbehani, Munther A. Dahleh
An efficient partial-order representation of feasible schedules for online decisions. CDC (2017)
Datong P. Zhou, Munther A. Dahleh, Claire J. Tomlin
Hedging Strategies for Load-Serving Entities in Wholesale Electricity Markets. CoRR (2017)
Datong P. Zhou, Mardavij Roozbehani, Munther A. Dahleh, Claire J. Tomlin
How peer effects influence energy consumption. CDC (2017)
Elie M. Adam, Munther A. Dahleh, Asuman E. Ozdaglar
Towards an Algebra for Cascade Effects. Log. Methods Comput. Sci. 13 (3) (2017)
Tuhin Sarkar, Mardavij Roozbehani, Munther A. Dahleh
Asymptotic Network Robustness. CoRR (2017)
Munther A. Dahleh, Alireza Tahbaz-Salehi, John N. Tsitsiklis, Spyros I. Zoumpoulis
Technical Note - Coordination with Local Information. Oper. Res. 64 (3) (2016)
Daria Madjidian, Mardavij Roozbehani, Munther A. Dahleh
Battery capacity of deferrable energy demand. CDC (2016)
Tuhin Sarkar, Mardavij Roozbehani, Munther A. Dahleh
Robustness scaling in large networks. ACC (2016)
Ahmet Yasin Yazicioglu, Mardavij Roozbehani, Munther A. Dahleh
Resilience of Locally Routed Network Flows: More Capacity is Not Always Better. CoRR (2016)
Qingqing Huang, Rong Ge, Sham M. Kakade, Munther A. Dahleh
Minimal Realization Problems for Hidden Markov Models. IEEE Trans. Signal Process. 64 (7) (2016)
Daria Madjidian, Mardavij Roozbehani, Munther A. Dahleh
Emulating Batteries with Deferrable Energy Demand: Fundamental Trade-offs and Scheduling Policies. CoRR (2016)
Datong Zhou, Mardavij Roozbehani, Munther A. Dahleh, Claire J. Tomlin
Stability Analysis of Wholesale Electricity Markets under Dynamic Consumption Models and Real-Time Pricing. CoRR (2016)
Ahmet Yasin Yazicioglu, Mardavij Roozbehani, Munther A. Dahleh
Resilient Operation of Transportation Networks via Variable Speed Limits. CoRR (2016)
Ahmet Yasin Yazicioglu, Mardavij Roozbehani, Munther A. Dahleh
Resilience of locally routed network flows: More capacity is not always better. CDC (2016)
Daria Madjidian, Mardavij Roozbehani, Munther A. Dahleh
Battery Capacity of Deferrable Energy Demand. CoRR (2016)
Donatello Materassi, Mardavij Roozbehani, Munther A. Dahleh
Demand response estimation based on aggregate data from heterogeneous users. MED (2016)
Georgia-Evangelia Katsargyri, Mardavij Roozbehani, Munther A. Dahleh
Individual and systemic risk trade-offs induced by diversification barriers. CDC (2015)
Na Li, Lijun Chen, Munther A. Dahleh
Demand Response Using Linear Supply Function Bidding. IEEE Trans. Smart Grid 6 (4) (2015)
Donatello Materassi, Saverio Bolognani, Mardavij Roozbehani, Munther A. Dahleh
Optimal Consumption Policies for Power-Constrained Flexible Loads Under Dynamic Pricing. IEEE Trans. Smart Grid 6 (4) (2015)
Rose T. Faghih, Munther A. Dahleh, Gail K. Adler, Elizabeth B. Klerman, Emery N. Brown
Quantifying Pituitary-Adrenal Dynamics and Deconvolution of Concurrent Cortisol and Adrenocorticotropic Hormone Data by Compressed Sensing. IEEE Trans. Biomed. Eng. 62 (10) (2015)
Munther A. Dahleh, John N. Tsitsiklis, Spyros I. Zoumpoulis
The value of temporal data for learning of influence networks: A characterization via Kullback-Leibler divergence. CDC (2015)
Elie M. Adam, Munther A. Dahleh, Asuman E. Ozdaglar
Towards an Algebra for Cascade Effects. CoRR (2015)
Qingqing Huang, Mardavij Roozbehani, Munther A. Dahleh
Efficiency-Risk Tradeoffs in Electricity Markets with Dynamic Demand Response. IEEE Trans. Smart Grid 6 (1) (2015)
Shreya Saxena, Munther A. Dahleh
Analyzing the effect of an integrate and fire encoder and decoder in feedback. CDC (2014)
Elie M. Adam, Munther A. Dahleh, Asuman E. Ozdaglar
Towards an algebra for cascade effects. CDC (2014)
Munther A. Dahleh
Plenary talk: Resilience and risk in networked systems. MED (2014)
Shreya Saxena, Munther A. Dahleh
Real-Time Decoding of an Integrate and Fire Encoder. NIPS (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Munther A. Dahleh