Daniel Severo
Cited by
Cited by
Improving lossless compression rates via monte carlo bits-back coding
Y Ruan*, K Ullrich*, D Severo*, J Townsend, A Khisti, A Doucet, ...
ICML, 2021
Predicting multiple ICD-10 codes from Brazilian-Portuguese clinical notes
AD Reys, D Silva, D Severo, S Pedro, MM de Sousa e Sá, GAC Salgado
BRACIS, 2020
Compressing Multisets with Large Alphabets using Bits-Back Coding
D Severo, J Townsend, A Khisti, A Makhzani, K Ullrich
IEEE Journal on Selected Areas in Information Theory, 2023
Action Matching: A Variational Method for Learning Stochastic Dynamics from Samples
K Neklyudov, D Severo, A Makhzani
ICML, 2023
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
Random Edge Coding: One-Shot Bits-Back Coding of Large Labeled Graphs
D Severo, J Townsend, A Khisti, A Makhzani
ICML, 2023
Entropy Coding of Unordered Data Structures
J Kunze, D Severo, G Zani, JW van de Meent, J Townsend
ICML 2023 Workshop Neural Compression: From Information Theory to Applications, 2023
Data-Driven Optimization for Zero-Delay Lossy Source Coding with Side Information
E Domanovitz, D Severo, A Khisti, W Yu
ICASSP, 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, ...
CBIS, 2021
Regularized Classification-Aware Quantization
D Severo, E Domanovitz, A Khisti
BSC, 2021
A simplified BRADEN scale for the risk of developing pressure injuries
MCSS Guimarães, DH Ruther, RZA Pinto, DS Severo, HP Silva, AD Reys, ...
Nursing in Critical Care, 0
Proof of Novelty
D Severo
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Articles 1–12