Alexandre Varnek
Computational Theory and Mathematics · 2004–2020
A researcher in the Science corpus: 10 papers; trusts 7 researchers and is trusted by 4 researchers here, as inferred from the citation graph.
Subfields
- Computational Theory and Mathematics — 155 citations into it; #7,987 of 12,182 by trust here, #822 by citations
- Molecular Biology — 94 citations into it
- Computational Chemistry & Drug Discovery — 60 citations into it; #351 of 425 by trust here, #341 by citations
- Artificial Intelligence — 59 citations into it
- Statistics and Probability — 15 citations into it
- Evaluation & Benchmarks — 10 citations into it
Whom Alexandre Varnek trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Leo Breiman
- Jerome H. Friedman
- Bernhard Schölkopf
- Yoshua Bengio
- Alex Smola
- Vladimir Naumovich Vapnik
- Robert Tibshirani
- Thorsten Joachims
- Geoffrey E. Hinton
- Vladimir Naumovich Vapni
Who trusts Alexandre Varnek overall
Papers from Alexandre Varnek's perspective
Ordered by how strongly the researchers Alexandre Varnek 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)
- Long Short-Term Memory
- Attention is All you Need (Neural Information Processing Systems)
- 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)
- ImageNet Large Scale Visual Recognition Challenge
Their papers
- Machine Learning Methods for Property Prediction in Chemoinformatics: Quo Vadis? (2012) — 220 citations
- Critical Assessment of QSAR Models of Environmental Toxicity against Tetrahymena pyriformis: Focusing on Applicability Domain and Overfitting by Variable Selection (2008) — 393 citations
- QSAR Modeling: Where have you been? Where are you going to? (2014) — 1,811 citations
- Structure–reactivity modeling using mixture-based representation of chemical reactions (2017) — 25 citations
- Estimation of the size of drug-like chemical space based on GDB-17 data (2013) — 586 citations
- QSAR without borders (2020) — 546 citations
- Online chemical modeling environment (OCHEM): web platform for data storage, model development and publishing of chemical information (2011) — 610 citations
- Quantitative Structure−Property Relationship Modeling of β-Cyclodextrin Complexation Free Energies (2004) — 64 citations
- Automatized Assessment of Protective Group Reactivity: A Step Toward Big Reaction Data Analysis (2016) — 41 citations
- Expert System for Predicting Reaction Conditions: The Michael Reaction Case (2015) — 73 citations