Daniel Severo

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Citations	101	101
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Alireza MakhzaniFaculty Member at Vector Institute, University of TorontoVerified email at cs.toronto.edu
Ashish KhistiProfessor, University of TorontoVerified email at comm.utoronto.ca
James TownsendUniversity of AmsterdamVerified email at uva.nl
Karen UllrichFAIRVerified email at fb.com
Danilo SilvaAssociate Professor, Federal University of Santa CatarinaVerified email at ufsc.br
Saulo PedroMachine Learning Researcher, 3778 HealthcareVerified email at 3778.care
Kirill NeklyudovAssistant Professor at Université de Montréal; Core Academic Member at Mila - Quebec AI InstituteVerified email at umontreal.ca
Rob BrekelmansVector InstituteVerified email at vectorinstitute.ai
Chris J. MaddisonUniversity of TorontoVerified email at cs.toronto.edu
Arnaud DoucetProfessor of Statistics, University of Oxford & Research Scientist, Google DeepMindVerified email at stats.ox.ac.uk
Wei YuUniversity of TorontoVerified email at ece.utoronto.ca
Lucas TheisGoogleVerified email at google.com
Jona BalléStaff Research Scientist, Google ResearchVerified email at google.com

Daniel Severo

Meta - FAIR Labs

Verified email at meta.com - Homepage

Information Theory Machine Learning Generative Modelling Compression


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Action Matching: A Variational Method for Learning Stochastic Dynamics from Samples K Neklyudov, D Severo, A Makhzani ICML, 2023	31*	2023
Improving lossless compression rates via monte carlo bits-back coding Y Ruan, K Ullrich, D Severo*, J Townsend, A Khisti, A Doucet, ... ICML, 2021	27	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	19	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	10*	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	5	2019
Data-Driven Optimization for Zero-Delay Lossy Source Coding with Side Information E Domanovitz, D Severo, A Khisti, W Yu ICASSP, 2022	3	2022
A simplified BRADEN scale for the risk of developing pressure injuries MCSS Guimarães, DH Ruther, R Zambelli, DS Severo, HP Silva, AD Reys, ... Nursing in Critical Care 29 (1), 73-79, 2024	2	2024
Random Edge Coding: One-Shot Bits-Back Coding of Large Labeled Graphs D Severo, J Townsend, A Khisti, A Makhzani ICML, 2023	2*	2023
Entropy Coding of Unordered Data Structures J Kunze, D Severo, G Zani, JW van de Meent, J Townsend The Twelfth International Conference on Learning Representations, 2023	1	2023
The Unreasonable Effectiveness of Linear Prediction as a Perceptual Metric D Severo, L Theis, J Ballé arXiv preprint arXiv:2310.05986, 2023	1	2023
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		2021
Regularized Classification-Aware Quantization D Severo, E Domanovitz, A Khisti BSC, 2021		2021
Proof of Novelty D Severo

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