Marco Mondelli

For a complete list, you can browse my Google Scholar profile or my CV.

Selected Works

• A. Javanmard, M. Mondelli, and A. Montanari, "Analysis of a Two-Layer Neural Network via Displacement Convexity", arXiv:1901.01375, January 2019. [LINK]

• M. Mondelli, and A. Montanari, "On the Connection Between Learning Two-Layers Neural Networks and Tensor Decomposition", accepted at 2019 International Conference on Artificial Intelligence and Statistics (AISTATS'19). [LINK]

• M. Mondelli, and A. Montanari, "Fundamental Limits of Weak Recovery with Applications to Phase Retrieval", presented at 2018 Conference on Learning Theory (COLT'18), and in Foundations of Computational Mathematics, September 2018. [LINK]

• S. Kudekar, S. Kumar, M. Mondelli, H. D. Pfister, E. Şaşoğlu, and R. Urbanke, "Reed-Muller Codes Achieve Capacity on Erasure Channels", Best Paper Award at 2016 ACM Symposium on Theory of Computing (STOC), and in IEEE Transactions on Information Theory, July 2017. [LINK]

• M. Mondelli, S. H. Hassani, and R. Urbanke, "Unified Scaling of Polar Codes: Error Exponent, Scaling Exponent, Moderate Deviations, and Error Floors", Student Paper Award at 2015 IEEE International Symposium on Information Theory (ISIT), and in IEEE Transactions on Information Theory, December 2016. [LINK]

Recent Preprints

• S. A. Hashemi, N. Doan, M. Mondelli, and W. J. Gross, "Decoding Reed-Muller and Polar Codes by Successive Factor Graph Permutations", accepted at 2018 International Symposium on Turbo Codes & Iterative Information Processing (ISTC'18). [LINK]

• N. Doan, S. A. Hashemi, M. Mondelli, and W. J. Gross, "On the Decoding of Polar Codes on Permuted Factor Graphs", accepted at 2018 IEEE Global Communications Conference (GLOBECOM'18). [LINK]

• A. Fazeli, S. H. Hassani, M. Mondelli, and A. Vardy, "Binary Linear Codes with Optimal Scaling: Polar Codes with Large Kernels", accepted at 2018 Information Theory Workshop (ITW'18). [LINK]

• S. A. Hashemi, C. Condo, M. Mondelli, and W. J. Gross, "Rate-Flexible Fast Polar Decoders", submitted, February 2018.

Other Publications

• M. Mondelli, S. H. Hassani, and R. Urbanke, "A New Coding Paradigm for the Primitive Relay Channel", in Proceedings of 2018 IEEE International Symposium on Information Theory (ISIT'18). [LINK]

• S. A. Hashemi, M. Mondelli, S. H. Hassani, C. Condo, R. Urbanke, and W. J. Gross, "Decoder Partitioning: Towards Practical List Decoding of Polar Codes", in IEEE Transactions on Communications, September 2018. [LINK]

• S. A. Hashemi, M. Mondelli, S. H. Hassani, R. Urbanke, and W. J. Gross, "Partitioned List Decoding of Polar Codes: Analysis and Improvement of Finite Length Performance", in Proceedings of 2017 IEEE Global Communications Conference (GLOBECOM'17). [LINK]

• M. Mondelli, S. H. Hassani, and R. Urbanke, "Construction of Polar Codes with Sublinear Complexity", in Proceedings of 2017 IEEE International Symposium on Information Theory (ISIT'17), and accepted in IEEE Transactions on Information Theory. [LINK]

• M. Mondelli, S. H. Hassani, I. Marić, D. Hui, and S.-N. Hong, "Capacity-Achieving Rate-Compatible Polar Codes for General Channels", in Proceedings of 2017 IEEE Wireless Communications and Networking Conference Workshops (WCNCW'17). [LINK]

• S. Kudekar, S. Kumar, M. Mondelli, H. D. Pfister, and R. Urbanke, "Comparing the Bit-MAP and Block-MAP Decoding Thresholds of Reed-Muller Codes on BMS Channels", in Proceedings of 2016 IEEE International Symposium on Information Theory (ISIT'16). [LINK]

• M. Mondelli, S. H. Hassani, and R. Urbanke, "How to Achieve the Capacity of Asymmetric Channels", in Proceedings of 2014 Allerton Conference on Communication, Control, and Computing, and in IEEE Transactions on Information Theory, May 2018. [LINK]

• M. Mondelli, S. H. Hassani, I. Sason, and R. Urbanke, "Achieving Marton's Region for Broadcast Channels Using Polar Codes", in Proceedings of 2014 IEEE International Symposium on Information Theory (ISIT'14), and in IEEE Transactions on Information Theory, February 2015. [LINK]

• M. Mondelli, S. H. Hassani, I. Sason, and R. Urbanke, "Scaling Exponent of List Decoders with Applications to Polar Codes", in Proceedings of 2013 IEEE Information Theory Workshop (ITW'13), and in IEEE Transactions on Information Theory, September 2015. [LINK]

• M. Mondelli, S. H. Hassani, and R. Urbanke, "From Polar to Reed-Muller Codes: a Technique to Improve the Finite-Length Performance", in Proceedings of 2014 IEEE International Symposium on Information Theory (ISIT'14), and in IEEE Transactions on Communications, September 2014. [LINK]

• M. Mondelli, Q. Zhou, V. Lottici, and X. Ma, "Joint Power Allocation and Path Selection for Multi-Hop Noncoherent Decode and Forward UWB Communications", in IEEE Transactions on Wireless Communications, March 2014.

• M. Mondelli, Q. Zhou, X. Ma, and V. Lottici, "A Cooperative Approach for Amplify-and-Forward Differential Transmitted Reference IR-UWB Relay Systems", in Proceedings of 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'12).