| 2018 | Rank-One NMF-Based Initialization for NMF and Relative Error Bounds Under a Geometric Assumption. | Zhaoqiang Liu, Vincent Y. F. Tan |
| 2018 | A Novel Coding Scheme for Encoding and Iterative Soft-Decision Decoding of Binary BCH Codes of Prime Lengths. | Shu Lin, Khaled A. S. Abdel-Ghaffar, Juane Li, Keke Liu |
| 2018 | Improved Trellis-Based Algorithm for Locating and Breaking Cycles in Bipartite Graphs with Applications to LDPC Codes. | Juane Li, Shu Lin, Khaled A. S. Abdel-Ghaffar |
| 2018 | Symmetry. Saddle Points, and Global Optimization Landscape of Nonconvex Matrix Factorization. | Xingguo Li, Jarvis D. Haupt, Junwei Lu, Zhaoran Wang, Raman Arora, Han Liu, Tuo Zhao |
| 2018 | Crossing the Logarithmic Barrier for Dynamic Boolean Data Structure Lower Bounds. | Kasper Green Larsen, Omri Weinstein, Huacheng Yu |
| 2018 | Linear Programming Based Finite Blocklength Converses in Information Theory. | Ankur A. Kulkarni, Sharu Theresa Jose |
| 2018 | 5G MIMO Data for Machine Learning: Application to Beam-Selection Using Deep Learning. | Aldebaro Klautau, Pedro Batista, Nuria Gonzlez-Prelcic, Yuyang Wang, Robert W. Heath Jr. |
| 2018 | On the Insufficiency of Existing Momentum Schemes for Stochastic Optimization. | Rahul Kidambi, Praneeth Netrapalli, Prateek Jain, Sham M. Kakade |
| 2018 | Revisiting Connected Dominating Sets: An Optimal Local Algorithm? | Samir Khuller, Sheng Yang |
| 2018 | Sparse Vector Coding for Ultra Short Packet Transmission. | Hyoungju Ji, Sangtae Kim, Byonghyo Shim |
| 2018 | Decentralized Status Update for Age-of-Information Optimization in Wireless Multiaccess Channels. | Zhiyuan Jiang, Bhaskar Krishnamachari, Sheng Zhou, Zhisheng Niu |
| 2018 | Machine Learning and Algorithmic Techniques for Error Correction. | Anxiao Andrew Jiang |
| 2018 | On Coded Caching with Heterogeneous Distortion Requirements. | Abdelrahman M. Ibrahim, Ahmed A. Zewail, Aylin Yener |
| 2018 | Integrating Online Learning and Adaptive Control in Queueing Systems with Uncertain Payoffs. | Wei-Kang Hsu, Jiaming Xu, Xiaojun Lin, Mark R. Bell |
| 2018 | Gravitational Allocation on the Sphere. | Nina Holdena, Vuval Peres, Alex Zhal |
| 2018 | Distributed Mechanism Design for Unicast Transmission. | Nasimeh Heydaribeni, Achilleas Anastasopoulos |
| 2018 | Multi-User Beam-Alignment for Millimeter-Wave Networks. | Rana A. Hassan, Nicol Michelusi |
| 2018 | The Explicit Coding Rate Region of Symmetric Multilevel Diversity Coding. | Tao Guo, Raymond W. Yeung |
| 2018 | Implicit Regularization in Matrix Factorization. | Suriya Gunasekar, Blake E. Woodworth, Srinadh Bhojanapalli, Behnam Neyshabur, Nathan Srebro |
| 2018 | An Inside Look at Deep Neural Networks Using Graph Signal Processing. | Vincent Gripon, Antonio Ortega, Benjamin Girault |
| 2018 | Participation Incentives on a Wireless Random Access Erasure Collision Channel. | Vasilis Gkatzelis, Steven Weber |
| 2018 | Log Ratio of Entropy Powers. | Jerry D. Gibson |
| 2018 | Miniradar: A Low Power IEEE 802.15.4 Transceiver Based Implementaion of Bistatic Rader. | Pradipta Ghosh, Jenny Xie, Bhaskar Krishnamachari |
| 2018 | Beamforming with Multiple One-Bit Wireless Transceivers. | Kang Gao, J. Nicholas Laneman, Bertrand M. Hochwald |
| 2018 | Remote Source Coding Under Gaussian Noise: Dueling Roles of Power and Entropy-Power. | Krishnan Eswaran, Michael Gastpar |