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Daniel Severo

Orcid: 0000-0003-0472-5300

Affiliations:
  • University of Toronto, Department of Electrical & Computer Engineering, ON, Canada
  • Vector Institute for Artificial Intelligence, Toronto, ON, Canada
  • 3778 Healthcare, São Paulo, Brazil (former)


According to our database1, Daniel Severo authored at least 12 papers between 2019 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

Online presence:

On csauthors.net:

Bibliography

2023
The Unreasonable Effectiveness of Linear Prediction as a Perceptual Metric.
[BibTeX]
[DOI]
Daniel Severo
,
Lucas Theis
,
Johannes Ballé
CoRR, 2023

Random Edge Coding: One-Shot Bits-Back Coding of Large Labeled Graphs.
[BibTeX]
[DOI]
Daniel Severo
,
James Townsend
,
Ashish Khisti
,
Alireza Makhzani
CoRR, 2023

Action Matching: Learning Stochastic Dynamics from Samples.
[BibTeX]
[DOI]
Kirill Neklyudov
,
Rob Brekelmans
,
Daniel Severo
,
Alireza Makhzani
Proceedings of the International Conference on Machine Learning, 2023

One-Shot Compression of Large Edge-Exchangeable Graphs using Bits-Back Coding.
[BibTeX]
[DOI]
Daniel Severo
,
James Townsend
,
Ashish J. Khisti
,
Alireza Makhzani
Proceedings of the International Conference on Machine Learning, 2023

2022
Compressing Multisets With Large Alphabets.
[BibTeX]
[DOI]
Daniel Severo
,
James Townsend
,
Ashish Khisti
,
Alireza Makhzani
,
Karen Ullrich
IEEE J. Sel. Areas Inf. Theory, December, 2022

Action Matching: A Variational Method for Learning Stochastic Dynamics from Samples.
[BibTeX]
[DOI]
Kirill Neklyudov
,
Daniel Severo
,
Alireza Makhzani
CoRR, 2022

Data-Driven Optimization for Zero-Delay Lossy Source Coding with Side Information.
[BibTeX]
[DOI]
Elad Domanovitz
,
Daniel Severo
,
Ashish Khisti
,
Wei Yu
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Predição de Incidência de Lesão por Pressão em Pacientes de UTI usando Aprendizado de Máquina.
[BibTeX]
[DOI]
Henrique P. Silva
,
Arthur D. Reys
,
Daniel de Souza Severo
,
Dominique H. Ruther
,
Flávio A. O. B. Silva
,
Maria C. S. S. Guimarães
,
Roberto Z. A. Pinto
,
Saulo D. S. Pedro
,
Túlio P. Navarro
,
Danilo Silva
CoRR, 2021

Regularized Classification-Aware Quantization.
[BibTeX]
[DOI]
Daniel Severo
,
Elad Domanovitz
,
Ashish Khisti
CoRR, 2021

Improving Lossless Compression Rates via Monte Carlo Bits-Back Coding.
[BibTeX]
[DOI]
Yangjun Ruan
,
Karen Ullrich
,
Daniel Severo
,
James Townsend
,
Ashish Khisti
,
Arnaud Doucet
,
Alireza Makhzani
,
Chris J. Maddison
Proceedings of the 38th International Conference on Machine Learning, 2021

2020
Predicting Multiple ICD-10 Codes from Brazilian-Portuguese Clinical Notes.
[BibTeX]
[DOI]
Arthur D. Reys
,
Danilo Silva
,
Daniel Severo
,
Saulo D. S. Pedro
,
Marcia M. de Souza e Sá
,
Guilherme A. C. Salgado
Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020

2019
Ward2ICU: A Vital Signs Dataset of Inpatients from the General Ward.
[BibTeX]
[DOI]
Daniel Severo
,
Flávio Amaro
,
Estevam R. Hruschka Jr.
,
André Soares de Moura Costa
CoRR, 2019


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