Mohsen Heidari

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 53

Top Topics

Polynomial Regression

Top Venues

IEEE Trans. Inf. Theory

Publications

Mohsen Heidari, Masih Mozakka, Wojciech Szpankowski
Efficient Gradient Estimation of Variational Quantum Circuits with Lie Algebraic Symmetries. CoRR (2024)
Changlong Wu, Mohsen Heidari, Ananth Grama, Wojciech Szpankowski
Regret Bounds for Log-Loss via Bayesian Algorithms. IEEE Trans. Inf. Theory 69 (9) (2023)
Mohsen Heidari, Mohammad Hossein Moattar, Hamid Reza Ghaffari
Forward propagation dropout in deep neural networks using Jensen-Shannon and random forest feature importance ranking. Neural Networks 165 (2023)
Yihong Yang, Xuan Yang, Mohsen Heidari, Mohammad Ayoub Khan, Gautam Srivastava, Mohammad Reza Khosravi, Lianyong Qi
ASTREAM: Data-Stream-Driven Scalable Anomaly Detection With Accuracy Guarantee in IIoT Environment. IEEE Trans. Netw. Sci. Eng. 10 (5) (2023)
Mohsen Heidari, Mobasshir A Naved, Wenbo Xie, Arjun Jacob Grama, Wojciech Szpankowski
Quantum Shadow Gradient Descent for Quantum Learning. CoRR (2023)
Mohsen Heidari, Achilleas Anastasopoulos, S. Sandeep Pradhan
On The Reliability Function of Discrete Memoryless Multiple-Access Channel with Feedback. CoRR (2023)
Farhad Shirani, Mohsen Heidari
On Non-Interactive Source Simulation via Fourier Transform. ITW (2023)
Mohsen Heidari, Wojciech Szpankowski
-Polynomial Regression. AISTATS (2023)
Changlong Wu, Mohsen Heidari, Ananth Grama, Wojciech Szpankowski
Expected Worst Case Regret via Stochastic Sequential Covering. Trans. Mach. Learn. Res. 2023 (2023)
Mohsen Heidari, Wojciech Szpankowski
Learning k-qubit Quantum Operators via Pauli Decomposition. AISTATS (2023)
Mohsen Heidari, Wojciech Szpankowski
Agnostic PAC Learning of k-juntas Using L2-Polynomial Regression. CoRR (2023)
Changlong Wu, Mohsen Heidari, Ananth Grama, Wojciech Szpankowski
Precise Regret Bounds for Log-loss via a Truncated Bayesian Algorithm. NeurIPS (2022)
Mohsen Heidari, Ananth Grama, Wojciech Szpankowski
Toward Physically Realizable Quantum Neural Networks. AAAI (2022)
Mohsen Heidari, Jithin K. Sreedharan, Gil I. Shamir, Wojciech Szpankowski
Sufficiently Informative and Relevant Features: An Information-Theoretic and Fourier-Based Characterization. IEEE Trans. Inf. Theory 68 (9) (2022)
Touheed Anwar Atif, Mohsen Heidari, S. Sandeep Pradhan
Faithful Simulation of Distributed Quantum Measurements With Applications in Distributed Rate-Distortion Theory. IEEE Trans. Inf. Theory 68 (2) (2022)
Changlong Wu, Mohsen Heidari, Ananth Grama, Wojciech Szpankowski
Sequential vs. Fixed Design Regrets in Online Learning. ISIT (2022)
Farhad Shirani, Mohsen Heidari
On Non-Interactive Source Simulation via Fourier Transform. CoRR (2022)
Changlong Wu, Mohsen Heidari, Ananth Grama, Wojciech Szpankowski
Precise Regret Bounds for Log-loss via a Truncated Bayesian Algorithm. CoRR (2022)
Mohsen Heidari, Achilleas Anastasopoulos, S. Sandeep Pradhan
Upper Bounds on the Feedback Error Exponent of Channels With States and With Memory. ISIT (2022)
Khosro Rezaee, Seyed Jalaleddin Mousavirad, Mohammad Reza Khosravi, Mohammad Kazem Moghimi, Mohsen Heidari
An Autonomous UAV-Assisted Distance-Aware Crowd Sensing Platform Using Deep ShuffleNet Transfer Learning. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Mohsen Heidari, Ananth Grama, Wojciech Szpankowski
Toward Physically Realizable Quantum Neural Networks. CoRR (2022)
Changlong Wu, Mohsen Heidari, Ananth Grama, Wojciech Szpankowski
Expected Worst Case Regret via Stochastic Sequential Covering. CoRR (2022)
Mohsen Heidari, Achilleas Anastasopoulos, S. Sandeep Pradhan
Upper Bounds on the Feedback Error Exponent of Channels With States and Memory. CoRR (2022)
Mohsen Heidari, Jithin K. Sreedharan, Gil I. Shamir, Wojciech Szpankowski
Information Sufficiency via Fourier Expansion. ISIT (2021)
Mohsen Heidari, Arun Padakandla, Wojciech Szpankowski
A Theoretical Framework for Learning from Quantum Data. CoRR (2021)
Mohsen Heidari, Jithin K. Sreedharan, Gil I. Shamir, Wojciech Szpankowski
Finding Relevant Information via a Discrete Fourier Expansion. ICML (2021)
Mohsen Heidari, Wojciech Szpankowski
-polynomial Regression and Fourier-based Algorithms. CoRR (2021)
Mohsen Heidari, Wojciech Szpankowski
A Low Degree Learning Algorithm for Quantum Data via Quantum Fourier. CoRR (2021)
Mohsen Heidari, Arun Padakandla, Wojciech Szpankowski
A Theoretical Framework for Learning from Quantum Data. ISIT (2021)
Mohsen Heidari, S. Sandeep Pradhan
Structured Mappings and Conferencing Common Information for Multiple-Access Channels. IEEE Trans. Inf. Theory 66 (7) (2020)
Mohsen Heidari, Vahid Ahmadi
Design and Analysis of a Graphene Magneto-Plasmon Waveguide for Plasmonic Mode Switch. IEEE Access 7 (2019)
Mohsen Heidari, Touheed Anwar Atif, S. Sandeep Pradhan
Faithful Simulation of Distributed Quantum Measurements with Applications in Distributed Rate-Distortion Theory. CoRR (2019)
Mohsen Heidari, Touheed Anwar Atif, S. Sandeep Pradhan
Faithful Simulation of Distributed Quantum Measurements with Applications in Distributed Rate-Distortion Theory. ISIT (2019)
Mohsen Heidari, S. Sandeep Pradhan, Ramji Venkataramanan
Boolean Functions with Biased Inputs: Approximation and Noise Sensitivity. CoRR (2019)
Mohsen Heidari, Farhad Shirani, S. Sandeep Pradhan
Quasi Structured Codes for Multi-Terminal Communications. IEEE Trans. Inf. Theory 65 (10) (2019)
Mohsen Heidari, S. Sandeep Pradhan, Ramji Venkataramanan
Boolean Functions with Biased Inputs: Approximation and Noise Sensitivity. ISIT (2019)
Mohsen Heidari, S. Sandeep Pradhan
Structured Mappings and Conferencing Common Information for Multiple-access Channels. CoRR (2019)
Mohsen Heidari, Achilleas Anastasopoulos, S. Sandeep Pradhan
On The Reliability Function of Discrete Memoryless Multiple-Access Channel with Feedback. ITW (2018)
S. Sandeep Pradhan, Mohsen Heidari, Aria Ghasemian Sahebi
Corrections to "Abelian Group Codes for Channel Coding and Source Coding". IEEE Trans. Inf. Theory 64 (5) (2018)
Mohsen Heidari, Achilleas Anastasopoulos, S. Sandeep Pradhan
On The Reliability Function of Discrete Memoryless Multiple-Access Channel with Feedback. CoRR (2018)
Mohsen Heidari, Farhad Shirani Chaharsooghi, S. Sandeep Pradhan
Bounds on the Effective-length of Optimal Codes for Interference Channel with Feedback. CoRR (2018)
Mohsen Heidari, Farhad Shirani Chaharsooghi, S. Sandeep Pradhan
Bounds on the Effective-length of Optimal Codes for Interference Channel with Feedback. ISIT (2018)
Mohsen Heidari, Farhad Shirani Chaharsooghi, S. Sandeep Pradhan
A new achievable rate region for multiple-access channel with states. ISIT (2017)
Mohsen Heidari, Farhad Shirani Chaharsooghi, S. Sandeep Pradhan
A New Achievable Rate Region for Multiple-Access Channel with States. CoRR (2017)
Mohsen Heidari, Farhad Shirani Chaharsooghi, S. Sandeep Pradhan
On the Necessity of Structured Codes for Communications over MAC with Feedback. CoRR (2017)
Mohsen Heidari, Farhad Shirani Chaharsooghi, S. Sandeep Pradhan
How to Compute Modulo Prime-Power Sums ? CoRR (2017)
Mohsen Heidari, Farhad Shirani Chaharsooghi, S. Sandeep Pradhan
On the necessity of structured codes for communications over MAC with feedback. ISIT (2017)
Mohsen Heidari, S. Sandeep Pradhan
How to Compute Modulo Prime-Power Sums. CoRR (2016)
Farhad Shirani Chaharsooghi, Mohsen Heidari, S. Sandeep Pradhan
Quasi Linear Codes: Application to point-to-point and multi-terminal source coding. ISIT (2016)
Mohsen Heidari, Farhad Shirani Chaharsooghi, S. Sandeep Pradhan
New sufficient conditions for Multiple-Access Channel with correlated sources. ISIT (2016)
Mohsen Heidari, Farhad Shirani Chaharsooghi, S. Sandeep Pradhan
New Sufficient Conditions for Multiple-Access Channel with Correlated Sources. CoRR (2016)
Mohsen Heidari, S. Sandeep Pradhan
How to compute modulo prime-power sums. ISIT (2016)
Farhad Shirani Chaharsooghi, Mohsen Heidari, S. Sandeep Pradhan
Quasi Linear Codes: Application to Point-to-Point and Multi-Terminal Source Coding. CoRR (2016)
Mohsen Heidari, Farhad Shirani Chaharsooghi, S. Sandeep Pradhan
Beyond group capacity in multi-terminal communications. ISIT (2015)
Farhad Shirani Chaharsooghi, Mohsen Heidari, S. Sandeep Pradhan
New lattice codes for multiple-descriptions. ISIT (2015)