Nils Hammerla

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 16

Top Topics

Term Dependencies

Electronic Health Records

Point Processes

Top Venues

Publications

Alexander P. Wu, Thomas Markovich, Bonnie Berger, Nils Hammerla, Rohit Singh
Causally-guided Regularization of Graph Attention Improves Generalizability. CoRR (2022)
Benjamin Paul Chamberlain, Sergey Shirobokov, Emanuele Rossi, Fabrizio Frasca, Thomas Markovich, Nils Hammerla, Michael M. Bronstein, Max Hansmire
Graph Neural Networks for Link Prediction with Subgraph Sketching. CoRR (2022)
Francesco Moramarco, Damir Juric, Aleksandar Savkov, Jack Flann, Maria Lehl, Tessa Grafen, Kristian Boda, Vitalii Zhelezniak, Sunir Gohil, Alex Papadopoulos-Korfiatis, Nils Hammerla
Towards more patient friendly clinical notes through language models and ontologies. AMIA (2021)
Francesco Moramarco, Damir Juric, Aleksandar Savkov, Jack Flann, Maria Lehl, Kristian Boda, Tessa Grafen, Vitalii Zhelezniak, Sunir Gohil, Alex Papadopoulos-Korfiatis, Nils Hammerla
Towards more patient friendly clinical notes through language models and ontologies. CoRR (2021)
Vitalii Zhelezniak, Aleksandar Savkov, Nils Hammerla
Estimating Mutual Information Between Dense Word Embeddings. ACL (2020)
Joseph Enguehard, Dan Busbridge, Adam Bozson, Claire Woodcock, Nils Hammerla
Neural Temporal Point Processes For Modelling Electronic Health Records. ML4H@NeurIPS (2020)
Claudia Schulz, Josh Levy-Kramer, Camille Van Assel, Miklos Kepes, Nils Hammerla
Biomedical Concept Relatedness - A large EHR-based benchmark. COLING (2020)
Claudia Schulz, Josh Levy-Kramer, Camille Van Assel, Miklos Kepes, Nils Hammerla
Biomedical Concept Relatedness - A large EHR-based benchmark. CoRR (2020)
Claudia Schulz, Damir Juric, Jetendr Shamdasani, Martin Coste, Szymon Wartak, Aleksandar Savkov, Nils Hammerla, Mohammad Khodadadi
Babylon Health's Medical Knowledge Graph: Why, What, and How. SWAT4HCLS (2019)
Vitalii Zhelezniak, April Shen, Daniel Busbridge, Aleksandar Savkov, Nils Hammerla
Correlations between Word Vector Sets. EMNLP/IJCNLP (1) (2019)
Francisco Vargas, Kamen Brestnichki, Alex Papadopoulos-Korfiatis, Nils Hammerla
Multilingual Factor Analysis. ACL (1) (2019)
Francisco Vargas, Kamen Brestnichki, Nils Hammerla
Model Comparison for Semantic Grouping. ICML (2019)
Jonathan Moore, Nils Hammerla, Chris Watkins
Explaining Deep Learning Models with Constrained Adversarial Examples. PRICAI (1) (2019)
Francisco Vargas, Kamen Brestnichki, Nils Hammerla
Model Comparison for Semantic Grouping. CoRR (2019)
Jonathan Moore, Nils Hammerla, Chris Watkins
Explaining Deep Learning Models with Constrained Adversarial Examples. CoRR (2019)
Francisco Vargas, Kamen Brestnichki, Alex Papadopoulos-Korfiatis, Nils Hammerla
Multilingual Factor Analysis. CoRR (2019)