Dmitrii Ostrovskii
Statistics and Probability · 2018–2019
A researcher in the Science corpus: 2 papers; trusts 36 researchers and is trusted by 1 researcher here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 35 citations into it
- Computational Mechanics — 17 citations into it
- Statistical Learning Theory — 17 citations into it
- Artificial Intelligence — 15 citations into it
- Optimization & Training — 15 citations into it; #2,479 of 2,601 by trust here, #2,519 by citations
- Applied Mathematics — 7 citations into it
- Mathematical Physics — 5 citations into it
Whom Dmitrii Ostrovskii trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Francis R. Bach
- Yurii E. Nesterov
- Vladimir Spokoiny
- Daniel J. Hsu
- Peter L. Bartlett
- Robert Tibshirani
- Victor Chernozhukov
- Yuchen Zhang
- Ulysse Marteau-Ferey
- Sara A. van de Geer
Who trusts Dmitrii Ostrovskii overall
Papers from Dmitrii Ostrovskii's perspective
Ordered by how strongly the researchers Dmitrii Ostrovskii trusts endorse each paper. Same corpus, a different order for every researcher.
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- ImageNet classification with deep convolutional neural networks
- Gradient-based learning applied to document recognition
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- ImageNet: A large-scale hierarchical image database
- Learning Multiple Layers of Features from Tiny Images
- Very Deep Convolutional Networks for Large-Scale Image Recognition (International Conference on Learning Representations)
- Long Short-Term Memory
- Regression Shrinkage and Selection via the Lasso
- Attention is All you Need (Neural Information Processing Systems)
Their papers
- Finite-sample Analysis of M-estimators using Self-concordance (2018) — 64 citations
- Beyond Least-Squares: Fast Rates for Regularized Empirical Risk Minimization through Self-Concordance (2019) — 58 citations