| Action Matching: A Variational Method for Learning Stochastic Dynamics from Samples K Neklyudov, D Severo, A Makhzani ICML, 2023 | 48* | 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 | 32 | 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 | 15* | 2023 |
| Random Edge Coding: One-Shot Bits-Back Coding of Large Labeled Graphs D Severo, J Townsend, A Khisti, A Makhzani ICML, 2023 | 6* | 2023 |
| Entropy coding of unordered data structures J Kunze, D Severo, G Zani, JW van de Meent, J Townsend arXiv preprint arXiv:2408.08837, 2024 | 5 | 2024 |
| Neuralcompression M Muckley, J Juravsky, D Severo, M Singh, Q Duval, K Ullrich NeuralCompression, 2021 | 5 | 2021 |
| 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 |
| 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 | 3 | 2024 |
| Data-Driven Optimization for Zero-Delay Lossy Source Coding with Side Information E Domanovitz, D Severo, A Khisti, W Yu ICASSP, 2022 | 3 | 2022 |
| The Unreasonable Effectiveness of Linear Prediction as a Perceptual Metric D Severo, L Theis, J Ballé arXiv preprint arXiv:2310.05986, 2023 | 2 | 2023 |
| Practical shuffle coding J Kunze, D Severo, JW van de Meent, J Townsend Advances in Neural Information Processing Systems 37, 84081-84113, 2024 | 1 | 2024 |
| Flow Matching with General Discrete Paths: A Kinetic-Optimal Perspective N Shaul, I Gat, M Havasi, D Severo, A Sriram, P Holderrieth, B Karrer, ... arXiv preprint arXiv:2412.03487, 2024 | 1 | 2024 |
| Random Cycle Coding: Lossless Compression of Cluster Assignments via Bits-Back Coding D Severo, A Khisti, A Makhzani arXiv preprint arXiv:2412.00369, 2024 | 1 | 2024 |
| Lossless Compression of Vector IDs for Approximate Nearest Neighbor Search D Severo, G Ottaviano, M Muckley, K Ullrich, M Douze arXiv preprint arXiv:2501.10479, 2025 | | 2025 |
| Random Permutation Codes: Lossless Source Coding of Non-Sequential Data D Severo arXiv preprint arXiv:2411.14879, 2024 | | 2024 |
| 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 | | |
Alireza MakhzaniResearch Scientist, Google DeepMindBestätigte E-Mail-Adresse bei google.com