Babak Shahbaba
Probabilistic & Bayesian Methods · 2007–2015
A researcher in the Science corpus: 4 papers; trusts 31 researchers and is trusted by 8 researchers here, as inferred from the citation graph.
Subfields
- Probabilistic & Bayesian Methods — 29 citations into it; #867 of 1,525 by trust here, #1,031 by citations
- Artificial Intelligence — 21 citations into it; #14,647 of 35,345 by trust here, #19,439 by citations
- Statistics and Probability — 18 citations into it
Whom Babak Shahbaba trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Radford M. Neal
- Uwe Hobohm
- Leo Breiman
- Vladimir Naumovich Vapni
- Niko Speybroeck
- Wei-Yin Loh
- Geoffrey E. Hinton
- Zoubin Ghahramani
- Chris H. Q. Ding
- Michael I. Jordan
Who trusts Babak Shahbaba overall
- Samuel J. Gershman
- Maria DeYoreo
- Soochan Lee
- David M. Blei
- Athanasios Kottas
- Heiko Strathmann
- Junsoo Ha
- T. Damoulas
- Jianqing Fan
- Edwin Fong
Papers from Babak Shahbaba's perspective
Ordered by how strongly the researchers Babak Shahbaba 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)
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Gradient-based learning applied to document recognition
- Long Short-Term Memory
- Learning Multiple Layers of Features from Tiny Images
- Attention is All you Need (Neural Information Processing Systems)
- ImageNet: A large-scale hierarchical image database
- Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift (International Conference on Machine Learning)
- Very Deep Convolutional Networks for Large-Scale Image Recognition (International Conference on Learning Representations)
Their papers
- Nonlinear Models Using Dirichlet Process Mixtures (2007) — 297 citations
- Wormhole Hamiltonian Monte Carlo (2013) — 66 citations
- Hamiltonian Monte Carlo Acceleration Using Neural Network Surrogate functions (2015) — 7 citations
- Maternal cortisol over the course of pregnancy and subsequent child amygdala and hippocampus volumes and affective problems (2012) — 624 citations