Ramina Ghods

According to our database, Ramina Ghods authored at least 21 papers between 2015 and 2023.

Collaborative distances:

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

2023

Multi-Agent Active Search using Detection and Location Uncertainty.

Arundhati Banerjee, Ramina Ghods, Jeff G. Schneider

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

GUTS: Generalized Uncertainty-Aware Thompson Sampling for Multi-Agent Active Search.

Nikhil Angad Bakshi, Tejus Gupta, Ramina Ghods, Jeff G. Schneider

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Cost-Awareness in Multi-Agent Active Search.

Arundhati Banerjee, Ramina Ghods, Jeff Schneider

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022

Multi-Agent Active Search: A Reinforcement Learning Approach.

Conor Igoe, Ramina Ghods, Jeff Schneider

IEEE Robotics Autom. Lett., 2022

Cost Aware Asynchronous Multi-Agent Active Search.

Arundhati Banerjee, Ramina Ghods, Jeff Schneider

CoRR, 2022

2021

Optimal Data Detection and Signal Estimation in Systems With Input Noise.

Ramina Ghods, Charles Jeon, Arian Maleki, Christoph Studer

IEEE Trans. Signal Process., 2021

Decentralized multi-agent active search for sparse signals.

Ramina Ghods, Arundhati Banerjee, Jeff Schneider

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

Multi-Agent Active Search using Realistic Depth-Aware Noise Model.

Ramina Ghods, William J. Durkin, Jeff Schneider

Proceedings of the IEEE International Conference on Robotics and Automation, 2021

2020

Beamspace Channel Estimation for Massive MIMO mmWave Systems: Algorithm and VLSI Design.

Seyed Hadi Mirfarshbafan, Alexandra Gallyas-Sanhueza, Ramina Ghods, Christoph Studer

IEEE Trans. Circuits Syst., 2020

Asynchronous Multi Agent Active Search.

Ramina Ghods, Arundhati Banerjee, Jeff Schneider

CoRR, 2020

Sparsity-Adaptive Beamspace Channel Estimation for 1-Bit mmWave Massive MIMO Systems.

Alexandra Gallyas-Sanhueza, Seyed Hadi Mirfarshbafan, Ramina Ghods, Christoph Studer

Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020

MSE-Optimal Neural Network Initialization via Layer Fusion.

Ramina Ghods, Andrew S. Lan, Tom Goldstein, Christoph Studer

Proceedings of the 54th Annual Conference on Information Sciences and Systems, 2020

2019

BEACHES: Beamspace Channel Estimation for Multi-Antenna mmWave Systems and Beyond.

Ramina Ghods, Alexandra Gallyas-Sanhueza, Seyed Hadi Mirfarshbafan, Christoph Studer

Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019

Reducing the Complexity of Fingerprinting-Based Positioning using Locality-Sensitive Hashing.

Larry Tang, Ramina Ghods, Christoph Studer

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018

Optimal Data Detection in Large MIMO.

Charles Jeon, Ramina Ghods, Arian Maleki, Christoph Studer

CoRR, 2018

Linear Spectral Estimators and an Application to Phase Retrieval.

Ramina Ghods, Andrew S. Lan, Tom Goldstein, Christoph Studer

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

PhaseLin: Linear phase retrieval.

Ramina Ghods, Andrew S. Lan, Tom Goldstein, Christoph Studer

Proceedings of the 52nd Annual Conference on Information Sciences and Systems, 2018

2017

Optimally-tuned nonparametric linear equalization for massive MU-MIMO systems.

Ramina Ghods, Charles Jeon, Gulnar Mirza, Arian Maleki, Christoph Studer

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

VLSI design of a nonparametric equalizer for massive MU-MIMO.

Charles Jeon, Gulnar Mirza, Ramina Ghods, Arian Maleki, Christoph Studer

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

2015

Optimality of large MIMO detection via approximate message passing.

Charles Jeon, Ramina Ghods, Arian Maleki, Christoph Studer

Proceedings of the IEEE International Symposium on Information Theory, 2015

Optimal large-MIMO data detection with transmit impairments.

Ramina Ghods, Charles Jeon, Arian Maleki, Christoph Studer

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