Mohsen Heidari

Masih Mozakka

CoRR, 2024

New Bounds on Quantum Sample Complexity of Measurement Classes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2024

2023

Regret Bounds for Log-Loss via Bayesian Algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, September, 2023

Forward propagation dropout in deep neural networks using Jensen-Shannon and random forest feature importance ranking.

[BibT_eX]

[DOI]

Mohammad Hossein Moattar

Hamidreza Ghaffari

Neural Networks, August, 2023

ASTREAM: Data-Stream-Driven Scalable Anomaly Detection With Accuracy Guarantee in IIoT Environment.

[BibT_eX]

[DOI]

Mohammad Reza Khosravi

Lianyong Qi

IEEE Trans. Netw. Sci. Eng., 2023

Expected Worst Case Regret via Stochastic Sequential Covering.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2023

Quantum Shadow Gradient Descent for Quantum Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Agnostic PAC Learning of k-juntas Using L2-Polynomial Regression.

[BibT_eX]

[DOI]

CoRR, 2023

On Non-Interactive Source Simulation via Fourier Transform.

[BibT_eX]

[DOI]

Farhad Shirani

Proceedings of the IEEE Information Theory Workshop, 2023

Agnostic PAC Learning of k-juntas Using L<sub>2</sub>-Polynomial Regression.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

Learning k-qubit Quantum Operators via Pauli Decomposition.

[BibT_eX]

[DOI]

Seyed Jalaleddin Mousavirad

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

An Autonomous UAV-Assisted Distance-Aware Crowd Sensing Platform Using Deep ShuffleNet Transfer Learning.

[BibT_eX]

[DOI]

Khosro Rezaee

Mohammad Reza Khosravi

Mohammad Kazem Moghimi

IEEE Trans. Intell. Transp. Syst., 2022

Sufficiently Informative and Relevant Features: An Information-Theoretic and Fourier-Based Characterization.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2022

Faithful Simulation of Distributed Quantum Measurements With Applications in Distributed Rate-Distortion Theory.

[BibT_eX]

[DOI]

Touheed Anwar Atif

IEEE Trans. Inf. Theory, 2022

Precise Regret Bounds for Log-loss via a Truncated Bayesian Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Sequential vs. Fixed Design Regrets in Online Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2022

Upper Bounds on the Feedback Error Exponent of Channels With States and With Memory.

[BibT_eX]

[DOI]

Achilleas Anastasopoulos

Proceedings of the IEEE International Symposium on Information Theory, 2022

Toward Physically Realizable Quantum Neural Networks.

[BibT_eX]

[DOI]

Ananth Grama

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

On Agnostic PAC Learning using L<sub>2</sub>-polynomial Regression and Fourier-based Algorithms.

[BibT_eX]

[DOI]

CoRR, 2021

A Low Degree Learning Algorithm for Quantum Data via Quantum Fourier.

[BibT_eX]

[DOI]

CoRR, 2021

Information Sufficiency via Fourier Expansion.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2021

A Theoretical Framework for Learning from Quantum Data.

[BibT_eX]

[DOI]

Arun Padakandla

Proceedings of the IEEE International Symposium on Information Theory, 2021

Finding Relevant Information via a Discrete Fourier Expansion.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Structured Mappings and Conferencing Common Information for Multiple-Access Channels.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2020

2019

Quasi Structured Codes for Multi-Terminal Communications.

[BibT_eX]

[DOI]

Farhad Shirani

IEEE Trans. Inf. Theory, 2019

Design and Analysis of a Graphene Magneto-Plasmon Waveguide for Plasmonic Mode Switch.

[BibT_eX]

[DOI]

Vahid Ahmadi

IEEE Access, 2019

Boolean Functions with Biased Inputs: Approximation and Noise Sensitivity.

[BibT_eX]

[DOI]

Ramji Venkataramanan

Proceedings of the IEEE International Symposium on Information Theory, 2019

2018

Corrections to "Abelian Group Codes for Channel Coding and Source Coding".

[BibT_eX]

[DOI]

Aria Ghasemian Sahebi

IEEE Trans. Inf. Theory, 2018

On The Reliability Function of Discrete Memoryless Multiple-Access Channel with Feedback.

[BibT_eX]

[DOI]

Achilleas Anastasopoulos

Proceedings of the IEEE Information Theory Workshop, 2018

Bounds on the Effective-length of Optimal Codes for Interference Channel with Feedback.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

2017

How to Compute Modulo Prime-Power Sums ?

[BibT_eX]

[DOI]

CoRR, 2017

On the necessity of structured codes for communications over MAC with feedback.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

A new achievable rate region for multiple-access channel with states.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

2016

How to compute modulo prime-power sums.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2016

New sufficient conditions for Multiple-Access Channel with correlated sources.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2016

Quasi Linear Codes: Application to point-to-point and multi-terminal source coding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2016

2015

Beyond group capacity in multi-terminal communications.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

New lattice codes for multiple-descriptions.

[BibT_eX]

[DOI]