Sotiris Anagnostidis
Publications by Year
Research Areas
Neural Networks and Applications, Domain Adaptation and Few-Shot Learning, Natural Language Processing Techniques, Generative Adversarial Networks and Image Synthesis, Advanced Neural Network Applications
Most-Cited Works
- → OpenAssistant Conversations -- Democratizing Large Language Model Alignment(2023)134 cited
- → Scaling MLPs: A Tale of Inductive Bias(2023)10 cited
- → Dynamic Context Pruning for Efficient and Interpretable Autoregressive Transformers(2023)8 cited
- → Design and Implementation for Nonblocking Execution in GraphBLAS: Tradeoffs and Performance(2022)7 cited
- → Navigating Scaling Laws: Compute Optimality in Adaptive Model Training(2023)4 cited
- → Cosmology from Galaxy Redshift Surveys with PointNet(2022)4 cited
- → Signal Propagation in Transformers: Theoretical Perspectives and the Role of Rank Collapse(2022)4 cited
- → Nonblocking execution in GraphBLAS(2022)3 cited
- → A Language Model's Guide Through Latent Space(2024)2 cited
- → Harnessing Synthetic Datasets: The Role of Shape Bias in Deep Neural Network Generalization(2023)1 cited