Stefania Bellavia

Optimization & Training · 2003–2018

A researcher in the Science corpus: 2 papers; trusts 18 researchers and is trusted by 8 researchers here, as inferred from the citation graph.

Subfields

• Optimization & Training — 18 citations into it; #2,228 of 2,601 by trust here, #2,568 by citations
• Computational Mechanics — 14 citations into it; #7,862 of 10,001 by trust here, #9,582 by citations
• Artificial Intelligence — 13 citations into it
• Numerical Analysis — 9 citations into it; #927 of 3,586 by trust here, #2,430 by citations
• Management Science and Operations Research — 6 citations into it

Whom Stefania Bellavia trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Farbod Roosta-Khorasani
2. Yurii E. Nesterov
3. Richard H. Byrd
4. Joel A. Tropp
5. W. Hoeffding
6. Stanislav Minsker
7. Jorge Nocedal
8. Raghu Bollapragada
9. Michael W. Mahoney
10. Michael P. Friedlander

Who trusts Stefania Bellavia overall

1. Ioannis G. Tsoulos
2. Maria Macconi
3. Athanassios Stavrakoudis
4. Xiang Li
5. Benedetta Morini
6. Margherita Porcelli
7. Liqun Qi
8. Shusen Wang

Papers from Stefania Bellavia's perspective

Ordered by how strongly the researchers Stefania Bellavia trusts endorse each paper. Same corpus, a different order for every researcher.

1. ImageNet classification with deep convolutional neural networks
2. Gradient-based learning applied to document recognition
3. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
4. INEXACT NEWTON METHODS
5. Regression Shrinkage and Selection via the Lasso
6. On the Use of Stochastic Hessian Information in Optimization Methods for Machine Learning
7. Convergence rates of sub-sampled Newton methods
8. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
9. Adaptive Subgradient Methods for Online Learning and Stochastic Optimization
10. Hybrid Deterministic-Stochastic Methods for Data Fitting

Their papers

• An affine scaling trust-region approach to bound-constrained nonlinear systems (2003) — 114 citations
• Subsampled inexact Newton methods for minimizing large sums of convex functions (2018) — 31 citations