Maja Rudolph
University of Wisconsin–Madison(US)Robert Bosch (United States)(US)
Publications by Year
Research Areas
Anomaly Detection Techniques and Applications, Time Series Analysis and Forecasting, Topic Modeling, Natural Language Processing Techniques, Network Security and Intrusion Detection
Most-Cited Works
- → Edward: A library for probabilistic modeling, inference, and criticism(2016)221 cited
- → Dynamic Embeddings for Language Evolution(2018)133 cited
- → Placing language in an integrated understanding system: Next steps toward human-level performance in neural language models(2020)93 cited
- → Exponential Family Embeddings(2016)74 cited
- → Extending Machine Language Models toward Human-Level Language Understanding(2019)65 cited
- → Raising the Bar in Graph-level Anomaly Detection(2022)38 cited
- → Neural Transformation Learning for Deep Anomaly Detection Beyond Images(2021)22 cited
- → Deep Anomaly Detection on Tennessee Eastman Process Data(2023)17 cited
- → Dynamic Bernoulli Embeddings for Language Evolution(2017)16 cited