Alexandre Lacoste
ServiceNow (United States)(US)
Publications by Year
Research Areas
3D Modeling in Geospatial Applications, Domain Adaptation and Few-Shot Learning, Topic Modeling, Geographic Information Systems Studies, Multimodal Machine Learning Applications
Most-Cited Works
- → Tackling Climate Change with Machine Learning(2022)780 cited
- → Learning Heuristics for the TSP by Policy Gradient(2018)303 cited
- → Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data(2021)295 cited
- → TADAM: Task dependent adaptive metric for improved few-shot learning(2018)199 cited
- → Coarse-to-Fine Question Answering for Long Documents(2017)174 cited
- → Quantifying the Carbon Emissions of Machine Learning(2019)130 cited
- → WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia(2016)128 cited
- → MHC-NP: Predicting peptides naturally processed by the MHC(2013)53 cited
- → Embedding Propagation: Smoother Manifold for Few-Shot Classification(2020)53 cited