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Journal Articles
- 2022
[j3]Conor Igoe
, Ramina Ghods, Jeff Schneider:
Multi-Agent Active Search: A Reinforcement Learning Approach. IEEE Robotics Autom. Lett. 7(2): 754-761 (2022)- 2021
- [j2]Ramina Ghods, Charles Jeon, Arian Maleki, Christoph Studer:
Optimal Data Detection and Signal Estimation in Systems With Input Noise. IEEE Trans. Signal Process. 69: 5105-5119 (2021) - 2020
- [j1]Seyed Hadi Mirfarshbafan, Alexandra Gallyas-Sanhueza, Ramina Ghods, Christoph Studer:
Beamspace Channel Estimation for Massive MIMO mmWave Systems: Algorithm and VLSI Design. IEEE Trans. Circuits Syst. 67-I(12): 5482-5495 (2020)
Conference and Workshop Papers
- 2023
- [c15]Arundhati Banerjee, Ramina Ghods, Jeff Schneider:
Cost-Awareness in Multi-Agent Active Search. ECAI 2023: 182-189 - [c14]Arundhati Banerjee, Ramina Ghods, Jeff G. Schneider:
Multi-Agent Active Search using Detection and Location Uncertainty. ICRA 2023: 7720-7727 - [c13]Nikhil Angad Bakshi, Tejus Gupta, Ramina Ghods, Jeff G. Schneider:
GUTS: Generalized Uncertainty-Aware Thompson Sampling for Multi-Agent Active Search. ICRA 2023: 7735-7741 - 2021
- [c12]Ramina Ghods, William J. Durkin, Jeff Schneider:
Multi-Agent Active Search using Realistic Depth-Aware Noise Model. ICRA 2021: 9101-9108 - [c11]Ramina Ghods, Arundhati Banerjee, Jeff Schneider:
Decentralized multi-agent active search for sparse signals. UAI 2021: 696-706 - 2020
- [c10]Ramina Ghods, Andrew S. Lan, Tom Goldstein, Christoph Studer:
MSE-Optimal Neural Network Initialization via Layer Fusion. CISS 2020: 1-6 - [c9]Alexandra Gallyas-Sanhueza, Seyed Hadi Mirfarshbafan, Ramina Ghods, Christoph Studer:
Sparsity-Adaptive Beamspace Channel Estimation for 1-Bit mmWave Massive MIMO Systems. SPAWC 2020: 1-5 - 2019
- [c8]Larry Tang, Ramina Ghods, Christoph Studer:
Reducing the Complexity of Fingerprinting-Based Positioning using Locality-Sensitive Hashing. ACSSC 2019: 1086-1090 - [c7]Ramina Ghods, Alexandra Gallyas-Sanhueza, Seyed Hadi Mirfarshbafan, Christoph Studer:
BEACHES: Beamspace Channel Estimation for Multi-Antenna mmWave Systems and Beyond. SPAWC 2019: 1-5 - 2018
- [c6]Ramina Ghods, Andrew S. Lan, Tom Goldstein, Christoph Studer:
PhaseLin: Linear phase retrieval. CISS 2018: 1-6 - [c5]Ramina Ghods, Andrew S. Lan, Tom Goldstein, Christoph Studer:
Linear Spectral Estimators and an Application to Phase Retrieval. ICML 2018: 1729-1738 - 2017
- [c4]Charles Jeon, Gulnar Mirza, Ramina Ghods, Arian Maleki, Christoph Studer:
VLSI design of a nonparametric equalizer for massive MU-MIMO. ACSSC 2017: 1504-1508 - [c3]Ramina Ghods, Charles Jeon, Gulnar Mirza, Arian Maleki, Christoph Studer:
Optimally-tuned nonparametric linear equalization for massive MU-MIMO systems. ISIT 2017: 2118-2122 - 2015
- [c2]Ramina Ghods, Charles Jeon, Arian Maleki, Christoph Studer:
Optimal large-MIMO data detection with transmit impairments. Allerton 2015: 1211-1218 - [c1]Charles Jeon, Ramina Ghods, Arian Maleki, Christoph Studer:
Optimality of large MIMO detection via approximate message passing. ISIT 2015: 1227-1231
Informal and Other Publications
- 2023
- [i16]Nikhil Angad Bakshi, Tejus Gupta, Ramina Ghods, Jeff Schneider:
GUTS: Generalized Uncertainty-Aware Thompson Sampling for Multi-Agent Active Search. CoRR abs/2304.02075 (2023) - 2022
- [i15]Arundhati Banerjee, Ramina Ghods, Jeff Schneider:
Multi-Agent Active Search using Detection and Location Uncertainty. CoRR abs/2203.04524 (2022) - [i14]Arundhati Banerjee, Ramina Ghods, Jeff Schneider:
Cost Aware Asynchronous Multi-Agent Active Search. CoRR abs/2210.02259 (2022) - 2020
- [i13]Ramina Ghods, Andrew S. Lan, Tom Goldstein, Christoph Studer:
MSE-Optimal Neural Network Initialization via Layer Fusion. CoRR abs/2001.10509 (2020) - [i12]Alexandra Gallyas-Sanhueza, Seyed Hadi Mirfarshbafan, Ramina Ghods, Christoph Studer:
Sparsity-Adaptive Beamspace Channel Estimation for 1-Bit mmWave Massive MIMO Systems. CoRR abs/2006.00169 (2020) - [i11]Ramina Ghods, Arundhati Banerjee, Jeff Schneider:
Asynchronous Multi Agent Active Search. CoRR abs/2006.14718 (2020) - [i10]Ramina Ghods, William J. Durkin, Jeff Schneider:
Multi-Agent Active Search using Realistic Depth-Aware Noise Model. CoRR abs/2011.04825 (2020) - 2019
- [i9]Ramina Ghods, Alexandra Gallyas-Sanhueza, Seyed Hadi Mirfarshbafan, Christoph Studer:
BEACHES: Beamspace Channel Estimation for Multi-Antenna mmWave Systems and Beyond. CoRR abs/1908.02884 (2019) - [i8]Seyed Hadi Mirfarshbafan, Alexandra Gallyas-Sanhueza, Ramina Ghods, Christoph Studer:
Beamspace Channel Estimation for Massive MIMO mmWave Systems: Algorithm and VLSI Design. CoRR abs/1910.00756 (2019) - 2018
- [i7]Ramina Ghods, Andrew S. Lan, Tom Goldstein, Christoph Studer:
PhaseLin: Linear Phase Retrieval. CoRR abs/1802.00432 (2018) - [i6]Ramina Ghods, Andrew S. Lan, Tom Goldstein, Christoph Studer:
Linear Spectral Estimators and an Application to Phase Retrieval. CoRR abs/1806.03547 (2018) - [i5]Charles Jeon, Ramina Ghods, Arian Maleki, Christoph Studer:
Optimal Data Detection in Large MIMO. CoRR abs/1811.01917 (2018) - 2017
- [i4]Ramina Ghods, Charles Jeon, Gulnar Mirza, Arian Maleki, Christoph Studer:
Optimally-Tuned Nonparametric Linear Equalization for Massive MU-MIMO Systems. CoRR abs/1705.02985 (2017) - [i3]Charles Jeon, Gulnar Mirza, Ramina Ghods, Arian Maleki, Christoph Studer:
VLSI Design of a Nonparametric Equalizer for Massive MU-MIMO. CoRR abs/1711.10446 (2017) - 2015
- [i2]Charles Jeon, Ramina Ghods, Arian Maleki, Christoph Studer:
Optimality of Large MIMO Detection via Approximate Message Passing. CoRR abs/1510.06095 (2015) - [i1]Ramina Ghods, Charles Jeon, Arian Maleki, Christoph Studer:
Optimal Large-MIMO Data Detection with Transmit Impairments. CoRR abs/1510.06097 (2015)
Coauthor Index
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