Quentin Berthet
University of Geneva(CH)DeepMind (United Kingdom)(GB)Google DeepMind (United Kingdom)(GB)Google (United Kingdom)(GB)
Publications by Year
Research Areas
Statistical Methods and Inference, Sparse and Compressive Sensing Techniques, Machine Learning and Algorithms, Neural Networks and Applications, Stochastic Gradient Optimization Techniques
Most-Cited Works
- → Optimal detection of sparse principal components in high dimension(2013)254 cited
- Complexity Theoretic Lower Bounds for Sparse Principal Component Detection(2013)
- → DeepConsensus improves the accuracy of sequences with a gap-aware sequence transformer(2022)146 cited
- → Computational Lower Bounds for Sparse PCA(2013)64 cited
- → Deep embedding and alignment of protein sequences(2022)54 cited
- → Learning with Differentiable Perturbed Optimizers(2020)45 cited
- → Unsupervised Alignment of Embeddings with Wasserstein Procrustes(2018)38 cited