Concepedia

Vlad Niculae

VN

25

Publications

3.1K

Citations

18

H-Index

2012

Active since

Affiliations

Cornell University(Current)

Instituto de Telecomunicações

University of Amsterdam

University of Lisbon

University of Bucharest

Vlad Niculae is an author at Cornell University specializing in engineering, natural language processing, and computational linguistics.

Top concepts

EngineeringNatural Language ProcessingComputational LinguisticsLinguisticsLanguageData ScienceComputer ScienceMachine LearningText MiningMachine Translation

Publications per year

2012–2020

25

Publications

25

API design for machine learning software: experiences from the scikit-learn project

Lars Buitinck, Gilles Louppe, Mathieu Blondel et al. · arXiv (Cornell University) · 2013 · 1.8K citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22

Adaptively Sparse Transformers

Gonçalo M. Correia, Vlad Niculae, André F. T. Martins · 2019 · 197 citations · Full text

Applied Linguistics, Natural Language Processing, Sparse Representation +15

Sparse Sequence-to-Sequence Models

Ben Peters, Vlad Niculae, André F. T. Martins · 2019 · 181 citations · Full text

Structured Prediction, Engineering, Machine Learning +16

Winning Arguments

Chenhao Tan, Vlad Niculae, Cristian Danescu-Niculescu-Mizil et al. · 2016 · 163 citations · Full text

API design for machine learning software: experiences from the scikit-learn project

Lars Buitinck, Gilles Louppe, Mathieu Blondel et al. · arXiv (Cornell University) · 2013 · 151 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22

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