Learning-augmented Algorithms
2018 – Present
Learning to Search
2018 – Present
Differentiable Data Structures
2017 – Present
Machine Translation
2016 – Present
Knowledge Transfer in NLP
2016 – Present
Structured Learning
2016 – Present
Structured Prediction
2016 – Present
Attention in Deep Learning
2015 – Present
Natural Language Processing
2014 – Present
Imitation Learning
2014 – Present
Approximate Nearest Neighbor Search
2014 – Present
Deep Learning
2013 – Present
Reinforcement Learning
2013 – Present