Incremental Learning of Sparse Attention Patterns in Transformers
2026
Statistical modeling
The construction and analysis of explicit probabilistic models for how data are generated.
The construction and analysis of explicit probabilistic models for how data are generated.
In this portfolio, statistical models isolate consequential structure in sequential data so that its effects on learning, generalization, and training can be studied mathematically.