Aleksandr Y. Aravkin
Economics and Econometrics · 2012–2025
A researcher in the Science corpus: 21 papers; trusts 43 researchers and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Economics and Econometrics — 40 citations into it
- Computational Mechanics — 33 citations into it
- Computer Vision and Pattern Recognition — 32 citations into it
- Artificial Intelligence — 25 citations into it
- Optimization & Training — 19 citations into it
- Signal Processing — 15 citations into it
- Statistics and Probability — 14 citations into it
- Geophysics — 13 citations into it
Whom Aleksandr Y. Aravkin trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Robert Tibshirani
- Hui Zou
- Andrew Y. Ng
- Tong Zhang
- Stéphane Mallat
- Ji Zhu
- Saharon Rosset
- Alexandre Belloni
- Roger W. Koenker
- Isabelle M Guyon
Who trusts Aleksandr Y. Aravkin overall
Papers from Aleksandr Y. Aravkin's perspective
Ordered by how strongly the researchers Aleksandr Y. Aravkin trusts endorse each paper. Same corpus, a different order for every researcher.
- ImageNet classification with deep convolutional neural networks
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Gradient-based learning applied to document recognition
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Regression Shrinkage and Selection via the Lasso
- ImageNet: A large-scale hierarchical image database
- Long Short-Term Memory
- Very Deep Convolutional Networks for Large-Scale Image Recognition (International Conference on Learning Representations)
- Attention is All you Need (Neural Information Processing Systems)
- Learning Multiple Layers of Features from Tiny Images
Their papers
- Improvements to Deep Convolutional Neural Networks for LVCSR (2013) — 239 citations
- Accelerating Hessian-free optimization for Deep Neural Networks by implicit preconditioning and sampling (2013) — 23 citations
- Global, regional, and national prevalence of adult overweight and obesity, 1990–2021, with forecasts to 2050: a forecasting study for the Global Burden of Disease Study 2021 (2025) — 602 citations
- Global, regional, and national burden of disorders affecting the nervous system, 1990–2021: a systematic analysis for the Global Burden of Disease Study 2021 (2024) — 1,044 citations
- Global burden and strength of evidence for 88 risk factors in 204 countries and 811 subnational locations, 1990–2021: a systematic analysis for the Global Burden of Disease Study 2021 (2024) — 1,610 citations
- Burden of disease scenarios for 204 countries and territories, 2022–2050: a forecasting analysis for the Global Burden of Disease Study 2021 (2024) — 644 citations
- Global burden of bacterial antimicrobial resistance 1990–2021: a systematic analysis with forecasts to 2050 (2024) — 2,543 citations
- Global, regional, and national burden of stroke and its risk factors, 1990–2021: a systematic analysis for the Global Burden of Disease Study 2021 (2024) — 859 citations
- Global burden of 288 causes of death and life expectancy decomposition in 204 countries and territories and 811 subnational locations, 1990–2021: a systematic analysis for the Global Burden of Disease Study 2021 (2024) — 1,693 citations
- Global, regional, and national burden of diabetes from 1990 to 2021, with projections of prevalence to 2050: a systematic analysis for the Global Burden of Disease Study 2021 (2023) — 2,755 citations
- Global, regional, and national burden of osteoarthritis, 1990–2020 and projections to 2050: a systematic analysis for the Global Burden of Disease Study 2021 (2023) — 1,207 citations
- Global mortality associated with 33 bacterial pathogens in 2019: a systematic analysis for the Global Burden of Disease Study 2019 (2022) — 1,179 citations
- Estimating excess mortality due to the COVID-19 pandemic: a systematic analysis of COVID-19-related mortality, 2020–21 (2022) — 1,391 citations
- Estimated Global Proportions of Individuals With Persistent Fatigue, Cognitive, and Respiratory Symptom Clusters Following Symptomatic COVID-19 in 2020 and 2021. (2022) — 692 citations
- Global prevalence and burden of depressive and anxiety disorders in 204 countries and territories in 2020 due to the COVID-19 pandemic (2021) — 3,672 citations
- Global age-sex-specific fertility, mortality, healthy life expectancy (HALE), and population estimates in 204 countries and territories, 1950–2019: a comprehensive demographic analysis for the Global Burden of Disease Study 2019 (2020) — 838 citations
- Global burden of 87 risk factors in 204 countries and territories, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019 (2020) — 5,916 citations
- Efficient matrix completion for seismic data reconstruction (2015) — 86 citations
- Adaptive as-natural-as-possible image stitching (2015) — 364 citations
- Sparse Quantile Huber Regression for Efficient and Robust Estimation (2014) — 19 citations