| Straggler-proofing massive-scale distributed matrix multiplication with d-dimensional product codes T Baharav, K Lee, O Ocal, K Ramchandran 2018 IEEE International Symposium on Information Theory (ISIT), 1993-1997, 2018 | 77 | 2018 |
| Cross-entropy loss and low-rank features have responsibility for adversarial examples K Nar, O Ocal, SS Sastry, K Ramchandran arXiv preprint arXiv:1901.08360, 2019 | 70 | 2019 |
| Epistatic Net allows the sparse spectral regularization of deep neural networks for inferring fitness functions A Aghazadeh, H Nisonoff, O Ocal, DH Brookes, Y Huang, OO Koyluoglu, ... Nature communications 12 (1), 5225, 2021 | 41 | 2021 |
| Source localization and tracking in non-convex rooms O Öçal, I Dokmanić, M Vetterli 2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014 | 27 | 2014 |
| Compressed sensing of streaming data NM Freris, O Öçal, M Vetterli 2013 51st Annual Allerton Conference on Communication, Control, and …, 2013 | 25 | 2013 |
| Adversarially trained autoencoders for parallel-data-free voice conversion O Ocal, OH Elibol, G Keskin, C Stephenson, A Thomas, K Ramchandran ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 12 | 2019 |
| A real-time, 1.89-GHz bandwidth, 175-kHz resolution sparse spectral analysis RISC-V SoC in 16-nm FinFET A Wang, W Bae, J Han, S Bailey, O Ocal, P Rigge, Z Wang, ... IEEE Journal of Solid-State Circuits 54 (7), 1993-2008, 2019 | 11 | 2019 |
| CRISPRL and: Interpretable large-scale inference of DNA repair landscape based on a spectral approach A Aghazadeh, O Ocal, K Ramchandran Bioinformatics 36 (Supplement_1), i560-i568, 2020 | 9 | 2020 |
| Collaborative randomized beamforming for phased array radio interferometers O Æçal, P Hurley, G Cherubini, S Kazemi 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015 | 9 | 2015 |
| Recursive compressed sensing NM Freris, O Öçal, M Vetterli arXiv preprint arXiv:1312.4895, 2013 | 9 | 2013 |
| Low-degree pseudo-Boolean function recovery using codes O Ocal, S Kadhe, K Ramchandran 2019 IEEE International Symposium on Information Theory (ISIT), 1207-1211, 2019 | 8 | 2019 |
| Blind calibration for radio interferometry using convex optimization S Kazemi, P Hurley, O Öçal, G Cherubini 2015 3rd International Workshop on Compressed Sensing Theory and its …, 2015 | 8 | 2015 |
| Cross-entropy loss leads to poor margins K Nar, O Ocal, SS Sastry, K Ramchandran | 7 | 2018 |
| A real-time, analog/digital co-designed 1.89-GHz bandwidth, 175-kHz resolution sparse spectral analysis RISC-V SoC in 16-nm FinFET A Wang, W Bae, J Han, S Bailey, P Rigge, O Ocal, Z Wang, ... ESSCIRC 2018-IEEE 44th European Solid State Circuits Conference (ESSCIRC …, 2018 | 6 | 2018 |
| Sparse epistatic regularization of deep neural networks for inferring fitness functions A Aghazadeh, H Nisonoff, O Ocal, Y Huang, OO Koyluoglu, J Listgarten, ... bioRxiv, 2020.11. 24.396994, 2020 | 5 | 2020 |
| Method and a system for determining the location of an object O Ocal, I Dokmanic, M Vetterli US Patent App. 14/575,912, 2015 | 5 | 2015 |
| A sparse-graph-coded filter bank approach to minimum-rate spectrum-blind sampling O Öçal, X Li, K Ramchandran 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 3 | 2016 |
| Minimum-Rate Spectrum-Blind Sampling Based on Sparse-Graph Codes O Öçal, S Kadhe, X Li, K Ramchandran IEEE Transactions on Signal Processing 71, 587-600, 2023 | 1 | 2023 |
| Method for compressed sensing of streaming data and apparatus for performing the same N Freris, O Ocal, M Vetterli US Patent 10,728,298, 2020 | 1 | 2020 |
| Fast Compressive Large-Scale Matrix-Matrix Multiplication Using Product Codes O Ocal, K Ramchandran 2020 IEEE International Symposium on Information Theory (ISIT), 1426-1431, 2020 | 1 | 2020 |
Kannan RamchandranProfessor of Electrical Engineering and Computer Science, UC BerkeleyVerified email at eecs.berkeley.edu
