Gaurav Gupta

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Fourth year PhD Student
Ming Hsieh Department of Electrical Engineering
University of Southern California

Contact

email: ggaurav
gaurav71531

Research Interests

  • Applications of Information theory in machine learning and inference

  • Submodular Optimization

  • Modeling and Analysis of Brain EEG, neuron signals

Publications

Journals

  • Mohamed Ridha Znaidi*, Gaurav Gupta*, Kamiar Asgari, and Paul Bogdan
    Identifying Arguments of Space-Time Fractional Diffusion: Data-driven Approach [link] [code]
    Frontiers in Applied Mathematics and Statistics, May 2020
    (* equal contribution authors)

  • Gaurav Gupta, Sergio Pequito, and Paul Bogdan
    Approximate submodular functions and performance guarantees [arXiv]
    submitted to Journal of Machine Learning Research (JMLR)

  • Valeriu Balaban, Sean Lim, Gaurav Gupta, James Boedicker, and Paul Bogdan
    Quantifying emergence and self-organisation of Enterobacter cloacae microbial communities [link]
    Nature Scientific reports 8, 2018

  • Gaurav Gupta and A.K. Chaturvedi
    User Selection in MIMO Interfering Broadcast Channels [link] [arXiv] [code]
    IEEE transactions on Communications, vol. 62, no. 5, pp. 1568-1576, Apr. 2014

  • Gaurav Gupta and A.K. Chaturvedi
    Conditional Entropy based User Selection for Multiuser MIMO systems [link] [arXiv] [code]
    IEEE Communications Letters, vol. 17, no. 8, pp. 1628-1631, Aug. 2013

Conference

  • Chenzhong Yin, Gaurav Gupta, and Paul Bogdan
    Discovering laws from the Observations: A Data-driven Approach
    accepted in DDDAS 2020

  • Ruochen Yang*, Gaurav Gupta* and Paul Bogdan
    Data-driven Perception of Neuron Point Process with Unknown Unknowns [link] [arXiv] [code]
    Proceedings of the 10th ACM/IEEE International Conference on Cyber-Physical Systems
    (ICCPS), Cyber-Physical Systems Week, Montreal, Quebec, Canada — April 16 - 18, 2019
    (* equal contribution authors)

  • Gaurav Gupta, Sergio Pequito and Paul Bogdan
    Re-thinking EEG-based non-invasive brain interfaces: modeling and analysis [link] [arXiv]
    Proceedings of the 2018 ACM/IEEE International Conference on Cyber-Physical Systems
    (ICCPS), Cyber-Physical Systems Week, Porto, Portugal, April 2018

  • Gaurav Gupta, Sergio Pequito and Paul Bogdan
    Dealing with unknown unknowns: Identification and selection of minimal sensing
    for fractional dynamics with unknown inputs
    [link] [arXiv] [code]
    Proceedings of the 2018 American Control Conference, Milwaukee, USA, June 27-29, 2018

  • Gaurav Gupta and Paul Bogdan
    Distributed Placement of Power Generation Resources in Uncertain Environments [link] [code]
    Proceedings of the 2017 ACM/IEEE International Conference on Cyber-Physical Systems
    (ICCPS), Cyber-Physical Systems Week, Pittsburgh, USA, pp. 71-79, April 2017

  • Gaurav Gupta and A.K. Chaturvedi
    User Selection in MIMO Interfering Broadcast Channels (Invited paper)[talk]
    SPCOM-2014

Patents

  • Gaurav Gupta, Anit Kumar Sahu, Wan-Yi Lin, and Joseph Szurley
    Training a Machine Learning Model Using a Batch Based Active Learning Approach
    U.S. Patent

  • Kapil Gulati, Gaurav Gupta, Shailesh Patil and Marco Papaleo
    Congestion Control for LTE-V2V, U.S. Patent Application No. 15/585,782, May 3 2017

  • Kapil Gulati, Gaurav Gupta, Shailesh Patil and Marco Papaleo
    Congestion Control for LTE-V2V, U.S. Patent Application No. 15/585,635, May 3 2017

  • Kapil Gulati, Gaurav Gupta, Shailesh Patil, Durga Prasad Malladi, Sudhir Kumar Baghel and Marco Papaleo
    Multi-Technology Coexistence in the unlicensed intelligent transportation service spectrum,
    U.S. Patent Application No. 15/644,378, July 7 2017

  • Shailesh Patil, Kapil Gulati and Gaurav Gupta
    Detection of Technologies for Coexistence, U.S. Patent Application No. 15/617,765, June 8 2017

  • Kapil Gulati, Shailesh Patil, Gaurav Gupta, Sudhir Kumar Baghel and Marco Papaleo
    DSRC-LTE V2V Co-Channel Long Term Coexistence, U.S. Patent Application No. 15/465,877, Mar 22 2017

Technical Reports

  • Gaurav Gupta and S.A. Jafar
    Topological Interference Management and frequency hopping [pdf]

  • Gaurav Gupta and S.A. Jafar
    Degrees of freedom in rank deficient channels [pdf]

  • Gaurav Gupta and A.K. Chaturvedi
    Low complexity user/antenna selection in MU-MIMO channels [pdf]

  • Gaurav Gupta, Shiv Prakash and A.R. Harish
    RFID Assets Tracking System [pdf]

  • Gaurav Gupta and Mayank Bhardwaj
    Interference Alignment Schemes for MIMO Channels [pdf]