| Dopamine: Differentially private federated learning on medical data M Malekzadeh, B Hasircioglu, N Mital, K Katarya, ME Ozfatura, D Gündüz arXiv preprint arXiv:2101.11693, 2021 | 74 | 2021 |
| Coded Caching in Multi-server System with Random Topology N Mital, D Gunduz, C Ling IEEE Transactions on Wireless Communications, 2020 | 49 | 2020 |
| Secure distributed matrix computation with discrete fourier transform N Mital, C Ling, D Gündüz IEEE Transactions on Information Theory 68 (7), 4666-4680, 2022 | 40 | 2022 |
| Collaborative semantic communication for edge inference WF Lo, N Mital, H Wu, D Gündüz IEEE Wireless Communications Letters 12 (7), 1125-1129, 2023 | 33 | 2023 |
| Neural distributed image compression using common information N Mital, E Özyılkan, A Garjani, D Gündüz 2022 Data Compression Conference (DCC), 182-191, 2022 | 25 | 2022 |
| Neural distributed image compression with cross-attention feature alignment N Mital, E Özyilkan, A Garjani, D Gündüz Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023 | 24 | 2023 |
| On the ergodic sum-capacity of decentralized multiple access channels N Mital, K Singh, SRB Pillai IEEE Communications Letters 20 (5), 854-857, 2016 | 10 | 2016 |
| Dopamine: Differentially private federated learning on medical data. arXiv 2021 M Malekzadeh, B Hasircioglu, N Mital, K Katarya, ME Ozfatura, D Gündüz arXiv preprint arXiv:2101.11693, 2021 | 6 | 2021 |
| Practical functional regenerating codes for broadcast repair of multiple nodes N Mital, K Kralevska, C Ling, D Gündüz 2019 IEEE International Symposium on Information Theory (ISIT), 221-225, 2019 | 6 | 2019 |
| Storage-repair bandwidth trade-off for wireless caching with partial failure and broadcast repair N Mital, K Kralevska, C Ling, D Gündüz 2018 IEEE Information Theory Workshop (ITW), 1-5, 2018 | 6 | 2018 |
| Features-over-the-Air: Contrastive Learning Enabled Cooperative Edge Inference H Wu, N Mital, K Mikolajczyk, D Gündüz arXiv preprint arXiv:2304.08221, 2023 | 3 | 2023 |
| Bandwidth expansion for over-the-air computation with one-sided CSI N Mital, D Gündüz 2022 IEEE International Symposium on Information Theory (ISIT), 1271-1276, 2022 | 3 | 2022 |
| Deep stereo image compression with decoder side information using wyner common information N Mital, E Ozyilkan, A Garjani, D Gündüz arXiv preprint arXiv: 2106.11723, 2021 | 3 | 2021 |
| Functional broadcast repair of multiple partial failures in wireless distributed storage systems N Mital, K Kralevska, C Ling, D Gündüz IEEE Journal on Selected Areas in Information Theory 2 (4), 1093-1107, 2021 | 2 | 2021 |
| Dopamine: Differentially Private Secure Federated Learning on Medical Data M Malekzadeh, B Hasircioglu, N Mital, K Katarya, ME Ozfatura, D Gunduz | 1 | |
| Improving Object Detection by Modifying Synthetic Data with Explainable AI N Mital, S Malzard, R Walters, CM De Melo, R Rao, V Nockles arXiv preprint arXiv:2412.01477, 2024 | | 2024 |
| Coding-Theoretic Approaches to Distributed Caching, Storage and Computing N Mital Imperial College London, 2020 | | 2020 |
| ISSUE ON BEYOND ERRORS AND ERASURES: CODING FOR DATA MANAGEMENT AND DELIVERY IN NETWORKS N Mital, K Kralevska, C Ling, D Gündüz, Y Dong, S Jin, Y Chen, S Yang, ... | | |
Deniz GunduzProfessor of Information Processing, Imperial College LondonVerified email at imperial.ac.uk