Publications

Here is my google scholar profile and my CV (in pdf).

CONFERENCE PAPERS

  1. H. Ghauch, H. Shokri, M. Skoglund, C. Fischione, "Kolmogorov Model for Learning Provable Logical Relations", submitted to COLT 2020
  2. A. Askri, G.R Ben Othman, H. Ghauch, ``Counting Lattice Points in the Sphere using Deep Neural Networks '', IEEE ASILOMAR 2019
  3. W. M. Chan, H. Ghauch, T. Kim, ``Learning-based beam-alignment for Millimeter-Wave MIMO Systems'', IEEE ASILOMAR 2019 (invited)
  4. H. Ghauch, T. Kim, C. Fischione, M. Skoglund, “Compressive Sensing and its application to hybrid mmWave Architecture ”, ICASSP 2019 invited paper
  5. H. Ghauch, H. Shokri, C. Fischione, M. Skoglund, "A Unified Framework for Training Neural Networks", to be submitted to Journal on Machine Learning (JMLR)
  6. H. Shokri, H. Ghauch, C. Fischione, M. Skoglund, "Learning and Compression in Large Datasets'', ICML 2019
  7. H. Shokri, H. Ghauch, C. Fischione, "Learning-based Tracking of AoAs and AoDs in mmWave Networks'', ACM workshop on mmWave networks 2019
  8. H. Ghauch, H. Shokri, M. Skoglund, C. Fischione, A. Sayed, "Learning Kolmogorov Models for Binary Random Variables ", ICML Workshop on non-convex optimization (2018 )
  9. J. Mairton, H. Ghauch, G. Fodor, C. Fischione “How to Split UL/DL antennas in Full-Duplex Cellular Networks”, IEEE ICC 2018
  10. H. Ghauch, T. Kim, M. Bengtsson, M. Skoglund, "Low-Overhead Coordination in Sub-28 GHz Millimeter-wave Networks ", IEEE ICC 2018
  11. S. Imtiaz, H. Ghauch, G. Koudouridis, J. Gross, " Random Forests Resource Allocation for 5G Systems: Performance and Robustness ", IEEE WCNC 2018
  12. H. Ghauch , S. Imtiaz, G. Koudouridis, M. Skoglund, J. Gross, “ Fairness and User Assignment in Cloud-RAN”, IEEE VTC 2017
  13. W. M. Chan, T. Kim, H. Ghauch, M. Bengtsson, ``Subspace Estimation and Hybrid Precoding for Wideband Millimeter-Wave MIMO Systems'', IEEE ASILOMAR 2016 (invited)
  14. S. Imtiaz, H. Ghauch, M. Rahman, G. Koudouridis, J. Gross, "Learning-Based Resource Allocation Scheme for TDD-Based 5G CRAN System" , ACM MSWIM 2016,
  15. H. Ghauch, M. Rahman, S. Imtiaz, J. Gross, "Cooperation and Antenna-Domain Formation in Cloud RAN systems", IEEE ICC 2016,
  16. H. Ghauch, M. Bengtsson, T. Kim, M. Skoglund, “Subspace Estimation and Decomposition for Hybrid Analog-Digital Millimetre-Wave MIMO systems”, IEEE SPAWC 2015
  17. M. Rahman, H. Ghauch, S. Imtiaz, J. Gross, "RRH Clustering and transmit precoding for interference limited 5G CRAN downlink", IEEE GLOBECOM 2015,
  18. J. He, T. Kim, H. Ghauch, K. Liu, G. Wang, "Millimeter Wave MIMO Channel tracking systems", in IEEE GLOBECOM, 2014
  19. H. Ghauch, C. Papadias, “Interference Alignment: A one sided approach", in IEEE GLOBECOM 2011,
  20. R. Mochaourab, R. Brandt, H. Ghauch, M. Bengtsson, "Overhead-Aware Distributed CSI Selection in the MIMO Interference Channels", EUSIPCO '2015,
  21. H. Ghauch, R. Mochaourab, M. Bengtsson, M. Skoglund, "Distributed Precoding and User Selection in MIMO Interfering Networks", in IEEE CAMSAP '15,
  22. H. Farhadi, H. Ghauch, M. Skoglund "Pilot-assisted Opportunistic User Scheduling for Wireless Multi-cell Networks", in IEEE ICC' 2015,
  23. H. Ghauch, T. Kim, M. Bengtsson, M. Skoglund, “Interference Alignment via Controlled perturbations”, in Proc of GLOBECOM 2013, Atlanta, GA, USA

JOURNAL PAPERS

  1. B. Nessim, H. Ghauch, R. Thobaben, B. L. G. Jonsson, "Multi-tone Signal Optimization for Wireless Power Transfer in the Presence of Wireless Communication Links", IEEE Transactions on wireless communication (in review).
  2. H. Shokri, H. Ghauch, G. Fodor, C. Fischione, M. Skoglund "Learning-based Spectrum Sharing in Millimeter-wave Cellular Networks'', IEEE Trans. on cognitive communication (submitted)
  3. S. Imtiaz, H. Ghauch, G. Koudouridis, J. Gross, "Random forests for resource allocation in 5G cloud radio access networks based on position information", EURASIP Journal on Wireless Communications and Networking, May 2018
  4. J. Mairton, H. Ghauch, G. Fodor, C. Fischione “On the UL/DL Antenna Splitting in MIMO Full-Duplex Networks”, submitted to IEEE Transactions on Communications
  5. H. Ghauch, M. Skoglund, C. Fischione, A. Sayed, “Learning Elementary Representations of Random Variables ”, Journal of Machine Learning Research (submitted, in review)
  6. S. Imtiaz, H. Ghauch, M. Rahman, G. Koudouridis, J. Gross, " Random Forest Resource Allocation for 5G Systems: Performance and Robustness Study", Technical Report
  7. H. Ghauch, T. Kim, M. Bengtsson, M. Skoglund, "Sum-rate Maximization in Sub-28 GHz Millimeter-wave MIMO systems", IEEE Journal of Selected Areas in Communications, April 2017
  8. H. Ghauch, M. Rahman, S. Imtiaz, J. Gross, M. Skoglund, C. Qvarfordt " User Assignment in Antenna Domain Systems: Algorithms and Bounds ", IEEE Trans. on Wireless Communications, March 2018
  9. H. Ghauch, T. Kim, M. Skoglund, M. Bengtsoon, “Blind Subspace Estimation and Decomposition in large millimeter-wave MIMO systems”, in IEEE Journal of Selected Topics in Signal Processing, vol. 10, no. 3, pp. 528-542, April 2016 (Selected in top-5 best journal papers by Sweden VT-COM-IT Chapter )
  10. H. Ghauch, T. Kim, M. Bengtsson, M. Skoglund “Distributed Low-overhead schemes for Multi-stream MIMO Interference Channels ”, in IEEE Trans. on Signal Processing, April 2015

MAGAZINE PAPERS

BOOK CHAPTERS

  • H. Ghauch, H. Shokri, G. Fodor, C. Fischione, M. Skoglund "Machine learning for Spectrum Sharing in Millimeter-wave Cellular Networks'', Wiley-IEEE

PATENTS

  • C. Qvarfordt, J. Gross, H. Ghauch, S. Imtiaz, “ Training Methods for Learning-Based Resource Allocation in a Wireless System
  • M. Rahman, H. Ghauch, S. Imtiaz, J. Gross, “Method for antenna domain formation in a communications wireless system"
  • Z. Ghauch, H. Ghauch, "Load transfer apparatus for cast-in-place concrete slabs"

THESIS