Garrett Bingham
Publications by Year
Research Areas
Mathematics, Computing, and Information Processing, Machine Learning in Materials Science, Advanced Neural Network Applications, Machine Learning and Data Classification, Topic Modeling
Most-Cited Works
- → Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual Representations(2019)40 cited
- → Discovering Parametric Activation Functions(2022)6 cited
- → HaloQuest: A Visual Hallucination Dataset for Advancing Multimodal Reasoning(2024)5 cited
- → Preliminary Studies on a Large Face Database(2018)5 cited
- → Evolutionary optimization of deep learning activation functions(2020)3 cited
- → Efficient Activation Function Optimization through Surrogate Modeling(2023)2 cited
- → Towards Autonomous Mathematics Research(2026)2 cited
- → Semi-Autonomous Mathematics Discovery with Gemini: A Case Study on the Erdős Problems(2026)2 cited
- → AutoInit: Analytic Signal-Preserving Weight Initialization for Neural Networks(2023)2 cited