Improving lossless compression rates via monte carlo bits-back coding Y Ruan*, K Ullrich*, D Severo*, J Townsend, A Khisti, A Doucet, ... International Conference on Machine Learning, 9136-9147, 2021 | 15 | 2021 |
Predicting multiple ICD-10 codes from Brazilian-Portuguese clinical notes AD Reys, D Silva, D Severo, S Pedro, MM Sousa e Sá, GAC Salgado Brazilian Conference on Intelligent Systems, 566-580, 2020 | 7 | 2020 |
Ward2ICU: A Vital Signs Dataset of Inpatients from the General Ward D Severo, F Amaro, ER Hruschka Jr, ASM Costa arXiv preprint arXiv:1910.00752, 2019 | 4 | 2019 |
Compressing multisets with large alphabets D Severo, J Townsend, A Khisti, A Makhzani, K Ullrich arXiv preprint arXiv:2107.09202, 2021 | 2 | 2021 |
Data-Driven Optimization for Zero-Delay Lossy Source Coding with Side Information E Domanovitz, D Severo, A Khisti, W Yu ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | | 2022 |
Predição de Incidência de Lesão por Pressão em Pacientes de UTI usando Aprendizado de Máquina HP Silva, AD Reys, DS Severo, DH Ruther, FAOB Silva, ... XVIII Congresso Brasileiro de Informática em Saúde (CBIS 2021), 2021 | | 2021 |
Your Dataset is a Multiset and You Should Compress it Like One D Severo*, J Townsend*, A Khisti, A Makhzani, K Ullrich NeurIPS 2021 Workshop on Deep Generative Models and Downstream Applications, 2021 | | 2021 |
Regularized Classification-Aware Quantization D Severo, E Domanovitz, A Khisti arXiv preprint arXiv:2107.09716, 2021 | | 2021 |
Proof of Novelty D Severo | | |