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Daniel Severo
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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
152021
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
72020
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
42019
Compressing multisets with large alphabets
D Severo, J Townsend, A Khisti, A Makhzani, K Ullrich
arXiv preprint arXiv:2107.09202, 2021
22021
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
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Articles 1–9