Book Chapter

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• Ruijiang Li, Yan Wu, Michael Gensheimer, M. Badiei Khuzani, and Lei Xing, "Radiomics and Radiogenomics: Technical Basis and Clinical Applications", Chapman and Hall/CRC, Taylor&Franscis Publication Group, 2019, [Link]

Preprints



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• Masoud Badiei Khuzani, Prof. Yinyu Ye, Prof. Sandy Napel, Prof. Lei Xing, "A Mean-Field Theory for Learning the Schönberg Measure of Radial Basis Functions", Submitted, 2020, [Link]
• Masoud Badiei Khuzani, Liyue Shen, Prof. Lei Xing, "A Mean-Field Theory for Kernel Alignment with Random Features in Generative and Discriminative Models", revised and resubmitted, 2020, [Link].
• M. Badiei Khuzani, Hongyi Ren, MD Tauhidul Islam, Prof. Lei Xing, "A Distributionally Robust Optimization for Adversarial Multiple Kernel Learning", major revision, Jan 2021, resubmitted. [Link]




Selected Journal and Long Conference Papers



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• Md Tauhidul Islam, Zixia Zhou, Hongyi Ren, Masoud Badiei Khuzani, Daniel Kapp, James Zou, Lu Tian, Joseph C. Liao, Lei Xing , Revealing hidden patterns in deep neural network feature space via manifold learning, Nature Communications volume 14, Article number: 8506, 2023,[Link]
• Md Tauhidul Islam, Jen-Yeu Wang, Hongyi Ren, Xiaomeng Li, Masoud Badiei Khuzani, Shengtian Sang, Lequan Yu, Liyue Shen, Wei Zhao, Lei Xing, "Leveraging data-driven self-consistency for high-fidelity gene expression recovery", Nature Communications,Volume 13, Issue 1, Pages 1-17, 2022.
• M. Badiei Khuzani, "Stochastic Primal-Dual Method on Riemannian Manifolds with Bounded Sectional Curvature", (The short version appeared in ICMLA 2017),[Link]
• M. Badiei Khuzani, H. Ebrahimzadeh Saffar, Prof. P. Mitran, "On Adaptive Power Control for Energy Harvesting Communication over Markov Fading Channels", IEEE Transactions on Communications, Volume: 65, Issue 2, Feb. 2017. [Link]
• H. Ebrahimzadeh Saffar, M. Badiei Khuzani, Prof. P. Mitran, "Time Asynchronous Multi-user Gaussian networks with Correlated Sources'', IEEE Transactions on Information Theory, 2015, volume 62 , issue 1, pp. 309 - 321,[Link] .
• Meysam Sharbaf Motlagh, M. Badiei Khuzani, Prof. P. Mitran, "On Lossy Joint Source-Channel Coding In Energy Harvesting Communication Systems", IEEE Transactions on Communications, 2015, volume 63, issue 11, pp. 4433 - 4447, [Link] .
• M. Badiei Khuzani, Prof. P. Mitran, "On Online Energy Harvesting in Multiple-Access Communication Systems'', IEEE Transactions on Information Theory, volume 60, issue 3, pp.1883-1898, [Link] .
• M. Badiei Khuzani, "Distributed Regularized Primal-Dual Method: Convergence Analysis and Trade-offs'', (The short version appeared in GlobalSIP 2016),[Link].




Conferences



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• M. Badiei Khuzani, Varun Vaseduvan, Hongyi Ren, Lei Xing, "Stochastic Primal-Dual Method for Learning Mixture Policies in Markov Decision Processes", accepted to 58th Conference on Decision and Control (CDC), Nice, France, 2019, [Link]
• M. Badiei Khuzani, "Distributed Proximal Method for Regularized Empirical Risk Minimization", in the proceedings of ICMLA 2018, Orlando, Florida.
• M. Badiei Khuzani, "Stochastic Primal-Dual on Riemannian Manifolds of Bounded Sectional Curvature'', in the Proceeding of ICMLA 2017, Cancun, Mexico.
• Reza Azimi, M. Badiei Khuzani, Xin Zhan, Sherief Reda, "Fast decentralized power capping for server clusters", in the Proceeding of HPCA, Austin, Texas, USA, 2016.
• M. Badiei Khuzani, "Distributed Regularized Primal-Dual Method", in the Proceeding of GlobalSIP, Washington DC, USA, 2016.
• M. Badiei Khuzani, Xin Zhan, Reza Azimi, Reda Sherif "DiBA: Distributed Power Budget Allocation for Data Centers", in the Proceeding of CCGrid, Cartagena, Colombia, 2016.
• M. Badiei Khuzani, Adam Wierman, "Online Convex Optimization with Ramp Constraints", in the Proceeding of 54th Conference on Decision and Control (CDC), Osaka, Japan, 2015.
• M. Badiei Khuzani, H. Ebrahimzadeh Saffar, E. Haj Mirza Alian, P. Mitran, "On Optimal Online Power Policies for Energy Harvesting with Finite-State Markov Channels", in Proceeding of International Symposium on Information Theory (ISIT), Istanbul, Turkey, 2013.
• Meysam Sharbaf Motlagh, M. Badiei Khuzani, P. Mitran, "On Lossy Source Transmission in Energy Harvesting Communication Systems", in the Proceeding of International Symposium on Information Theory (ISIT), Hawaii, USA, 2014.
• H. Ebrahimzade Saffar, M. Badiei Khuzani, P. Mitran, "Two-way Lossy Communication of Correlated Gaussian Sources with Amplify-and-Forward Relaying", in Proceeding of Canadian Workshop on Information Theory (CWIT), Toronto, Canada, 2013.
• M. Badiei Khuzani, H. Ebrahimzadeh Saffar, J. Haber-Kucharsky, P. Mitran, "On Bi-directional Lossy Communication of Correlated Gaussian Sources'', in Proceeding of International Conference on Communication (ICC), Budapest, 2012.
• H. Ebrahimzadeh Saffar, M. Badiei Khuzani, P. Mitran, "Lossy Source-Channel Communication over a Phase-Incoherent Interference Relay Channel'', in Proceeding of International Symposium on Information Theory (ISIT), Boston, USA, 2012