Sofia Mosci

Computational Mechanics · 2010–2012

A researcher in the Science corpus: 2 papers; trusts 15 researchers and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

• Computational Mechanics — 21 citations into it
• Computer Vision and Pattern Recognition — 12 citations into it
• Statistics and Probability — 12 citations into it
• Artificial Intelligence — 11 citations into it
• Statistical Learning Theory — 8 citations into it
• Mathematical Physics — 8 citations into it
• Optimization & Training — 8 citations into it
• Biomedical Engineering — 5 citations into it

Whom Sofia Mosci trusts overall

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

1. Robert Tibshirani
2. E.J. Candes
3. Grace Wahba
4. Francis R. Bach
5. Paul Tseng
6. Chong Gu
7. Yurii E. Nesterov
8. Yi Lin
9. Patrick L. Combettes
10. Mikhail Belkin

Papers from Sofia Mosci's perspective

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

1. Regression Shrinkage and Selection via the Lasso
2. Atomic Decomposition by Basis Pursuit
3. Spline Models for Observational Data
4. 双対平坦空間におけるLeast Angle Regressionと情報量規準
5. The Dantzig selector: Statistical estimation when P is much larger than n
6. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
7. Gradient-based learning applied to document recognition
8. Gradient methods for minimizing composite objective function
9. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
10. A Probabilistic Theory of Pattern Recognition

Their papers

• Nonparametric sparsity and regularization (2012) — 109 citations
• A Regularization Approach to Nonlinear Variable Selection (2010) — 29 citations