Concepedia

Quentin Berthet

QB

Statistics

Publications

16

Citations

1K

H-Index

13

Active since

2013

Affiliations

Google (United States)(Current)

University of Cambridge

Princeton University

Pacific Biosciences (United States)

Quentin Berthet is an author at Google (United States) specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningMathematical ProgrammingApproximation TheoryDeep LearningPattern RecognitionStatistical InferenceComputational Complexity

Publications per year

2013–2022

16

Publications

16

Optimal detection of sparse principal components in high dimension

Quentin Berthet, Philippe Rigollet · The Annals of Statistics · 2013 · 254 citations · Full text

Engineering, Machine Learning, Finite Sample Analysis +16

Complexity Theoretic Lower Bounds for Sparse Principal Component Detection

Quentin Berthet, Philippe Rigollet · Conference on Learning Theory · 2013 · 192 citations

Mathematical Programming, Statistical Price, Sparse Representation +13

DeepConsensus improves the accuracy of sequences with a gap-aware sequence transformer

Gunjan Baid, Daniel E. Cook, Kishwar Shafin et al. · Nature Biotechnology · 2022 · 145 citations

Sequence Modelling, Engineering, Machine Learning +9

Computational Lower Bounds for Sparse PCA

Quentin Berthet, Philippe Rigollet · arXiv (Cornell University) · 2013 · 64 citations · Full text

Mathematical Programming, Statistical Price, Sparse Representation +13

Deep embedding and alignment of protein sequences

Felipe Llinares-López, Quentin Berthet, Mathieu Blondel et al. · Nature Methods · 2022 · 54 citations · Full text

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