Cassandra Xia
Google (United States)(US)
Publications by Year
Research Areas
Advanced Neural Network Applications, Software Engineering Research, Generative Adversarial Networks and Image Synthesis, Biosensors and Analytical Detection, Anomaly Detection Techniques and Applications
Most-Cited Works
- → Smart Hydrogel Particles: Biomarker Harvesting: One-Step Affinity Purification, Size Exclusion, and Protection against Degradation(2007)181 cited
- → Snorkel DryBell(2019)97 cited
- → The design of artifacts for augmenting intellect(2013)27 cited
- → Snorkel DryBell: A Case Study in Deploying Weak Supervision at Industrial Scale(2018)27 cited
- → Batch equalization with a generative adversarial network(2020)22 cited
- → TensorFlow Estimators(2017)15 cited
- → TensorFlow Estimators: Managing Simplicity vs. Flexibility in High-Level Machine Learning Frameworks(2017)13 cited
- A game-based intervention for the reduction of statistical cognitive biases(2014)
- Training High Quality Spam-detection Models Using Weak Labels(2020)