Jelena Luketina

Publications

671

Citations

H-Index

2015

Active since

Affiliations

Dalle Molle Institute for Artificial Intelligence Research(Current)

Aalto University

University of Oxford

University of Applied Sciences and Arts of Southern Switzerland

University College London

Jelena Luketina is an author at Dalle Molle Institute for Artificial Intelligence Research specializing in artificial intelligence, engineering, and computer science.

Top concepts

EngineeringArtificial IntelligenceComputer ScienceData ScienceMachine LearningDeep LearningRobot LearningCognitive ScienceComputational LinguisticsNatural Language Processing

Publications per year

2015–2023

Publications

Progress & Compress: A scalable framework for continual learning

Jonathan Schwarz, Jelena Luketina, Wojciech Marian Czarnecki et al. · arXiv (Cornell University) · 2018 · 292 citations · Full text

Artificial Intelligence, Incremental Learning, Engineering +18

33rd International Conference on Machine Learning, ICML 2016

Jelena Luketina, Mathias Berglund, Klaus Greff et al. · International Conference on Machine Learning · 2016 · 161 citations

Artificial Intelligence, Engineering, Machine Learning +5

Scalable gradient-based tuning of continuous regularization hyperparameters

Jelena Luketina, Mathias Berglund, Klaus Greff et al. · International Conference on Machine Learning · 2016 · 79 citations

Artificial Intelligence, Model Optimization, Model Parameter Gradients +13

A Survey of Reinforcement Learning Informed by Natural Language

Jelena Luketina, Nantas Nardelli, Gregory Farquhar et al. · 2019 · 73 citations · Full text

Artificial Intelligence, Natural Language Processing, Hierarchical Structure +15

Scalable Gradient-Based Tuning of Continuous Regularization Hyperparameters

Jelena Luketina, Mathias Berglund, Klaus Greff et al. · arXiv (Cornell University) · 2015 · 18 citations · Full text

Artificial Intelligence, Model Optimization, Model Parameter Gradients +13

Rows per page

1–5 of 9