Marc Finzi

Publications by Year

Research Areas

Neural Networks and Applications, Topic Modeling, Machine Learning in Materials Science, Model Reduction and Neural Networks, Machine Learning and Algorithms

Most-Cited Works

• → There Are Many Consistent Explanations of Unlabeled Data: Why You Should Average(2018)149 cited
• → Large Language Models Are Zero-Shot Time Series Forecasters(2023)94 cited
• → Generalizing Convolutional Neural Networks for Equivariance to Lie Groups on Arbitrary Continuous Data(2020)73 cited
• → Simplifying Hamiltonian and Lagrangian Neural Networks via Explicit\n Constraints(2020)40 cited
• Semi-Supervised Learning with Normalizing Flows(2020)
• Improving Consistency-Based Semi-Supervised Learning with Weight Averaging.(2018)
• → Learning Invariances in Neural Networks(2020)26 cited
• → A Practical Method for Constructing Equivariant Multilayer Perceptrons for Arbitrary Matrix Groups(2021)25 cited