Krzysztof Maziarz
Publications by Year
Research Areas
Machine Learning in Materials Science, Computational Drug Discovery Methods, Domain Adaptation and Few-Shot Learning, Advanced Neural Network Applications, Machine Learning and Data Classification
Most-Cited Works
- → Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer(2017)268 cited
- → Learning to Extend Molecular Scaffolds with Structural Motifs(2021)37 cited
- → Re-evaluating retrosynthesis algorithms with Syntheseus(2024)28 cited
- → PREFER: A New Predictive Modeling Framework for Molecular Discovery(2023)16 cited
- → Evolutionary-Neural Hybrid Agents for Architecture Search(2018)15 cited
- FS-Mol: A Few-Shot Learning Dataset of Molecules(2021)
- → Hashing modulo alpha-equivalence(2021)8 cited
- → Flexible Multi-task Networks by Learning Parameter Allocation(2019)8 cited
- Gumbel-Matrix Routing for Flexible Multi-task Learning(2019)