125 citations · 351 across the 14 of their papers we have counts for
16 papers
Robust Explanations for Private Support Vector Machines
Rami Mochaourab, Sugandh Sinha, Stanley Greenstein +1
We consider counterfactual explanations for private support vector machines (SVM), where the privacy mechanism that publicly releases the classifier guarantees differential privacy…
Distributed Clustering for Multiuser Networks through Coalition Formation
Rami Mochaourab, Eduard Jorswieck, Mats Bengtsson
Clustering mechanisms are essential in certain multiuser networks for achieving efficient resource utilization. This lecture note presents the theory of coalition formation as a us…
Globally Optimal Base Station Clustering in Interference Alignment-Based Multicell Networks
Rasmus Brandt, Rami Mochaourab, Mats Bengtsson
Coordinated precoding based on interference alignment is a promising technique for improving the throughputs in future wireless multicell networks. In small networks, all base stat…
Distributed Long-Term Base Station Clustering in Cellular Networks using Coalition Formation
Rasmus Brandt, Rami Mochaourab, Mats Bengtsson
Interference alignment (IA) is a promising technique for interference mitigation in multicell networks due to its ability to completely cancel the intercell interference through li…
Interference Alignment-Aided Base Station Clustering using Coalition Formation
Rasmus Brandt, Rami Mochaourab, Mats Bengtsson
Base station clustering is necessary in large interference networks, where the channel state information (CSI) acquisition overhead otherwise would be overwhelming. In this paper,…
Pilot Clustering in Asymmetric Massive MIMO Networks
Rami Mochaourab, Emil Björnson, Mats Bengtsson
We consider the uplink of a cellular massive MIMO network. Since the spectral efficiency of these networks is limited by pilot contamination, the pilot allocation across cells is o…
Linear Transceiver Optimization in Multicell MIMO Based on the Generalized Benders Decomposition
Rami Mochaourab, Mats Bengtsson
We study the maximum sum rate optimization problem in the multiple-input multiple-output interfering broadcast channel. The multiple-antenna transmitters and receivers are assumed…
Adaptive Pilot Clustering in Heterogeneous Massive MIMO Networks
Rami Mochaourab, Emil Björnson, Mats Bengtsson
We consider the uplink of a cellular massive MIMO network. Acquiring channel state information at the base stations (BSs) requires uplink pilot signaling. Since the number of ortho…
Overhead-Aware Distributed CSI Selection in the MIMO Interference Channel
Rami Mochaourab, Rasmus Brandt, Hadi Ghauch +1
We consider a MIMO interference channel in which the transmitters and receivers operate in frequency-division duplex mode. In this setting, interference management through coordina…
Distributed Channel Assignment in Cognitive Radio Networks: Stable Matching and Walrasian Equilibrium
Rami Mochaourab, Bernd Holfeld, Thomas Wirth
We consider a set of secondary transmitter-receiver pairs in a cognitive radio setting. Based on channel sensing and access performances, we consider the problem of assigning chann…
Coalitional Games in MISO Interference Channels: Epsilon-Core and Coalition Structure Stable Set
Rami Mochaourab, Eduard Jorswieck
The multiple-input single-output interference channel is considered. Each transmitter is assumed to know the channels between itself and all receivers perfectly and the receivers a…
Alternating Rate Profile Optimization in Single Stream MIMO Interference Channels
Rami Mochaourab, Pan Cao, Eduard Jorswieck
The multiple-input multiple-output interference channel is considered with perfect channel information at the transmitters and single-user decoding receivers. With all transmission…
Exchange Economy in Two-User Multiple-Input Single-Output Interference Channels
Rami Mochaourab, Eduard A. Jorswieck
We study the conflict between two links in a multiple-input single-output interference channel. This setting is strictly competitive and can be related to perfectly competitive mar…
Robust Beamforming in Interference Channels with Imperfect Transmitter Channel Information
Rami Mochaourab, Eduard A. Jorswieck
We consider links operating concurrently in the same spectral band. Each transmitter has multiple antennas, while each receiver uses a single antenna. This setting corresponds…
Beamforming on the MISO interference channel with multi-user decoding capability
Z. K. M. Ho, D. Gesbert, E. Jorswieck +1
This paper considers the multiple-input-single-output interference channel (MISO-IC) with interference decoding capability (IDC), so that the interference signal can be decoded and…
Optimal Beamforming in Interference Networks with Perfect Local Channel Information
Rami Mochaourab, Eduard Jorswieck
We consider settings in which T multi-antenna transmitters and K single-antenna receivers concurrently utilize the available communication resources. Each transmitter sends useful…