Ali Tajer Professor of Electrical, Computer, and Systems Engineering, Rensselaer Polytechnic Institute Causal Representation Learning Abstract: Machine learning (ML) has shown great success in learning low-dimensional and semantically interpretable representations of high-dimensional data. Recent leaps in designing transformers have further proliferated representation learning. Despite such success, strong generalization — transfer of the learned representations to new problems […]