Nemenman, Ilya

5 publications

JMLR 2025 Deep Variational Multivariate Information Bottleneck - A Framework for Variational Losses Eslam Abdelaleem, Ilya Nemenman, K. Michael Martini

TMLR 2024 Simultaneous Dimensionality Reduction: A Data Efficient Approach for Multimodal Representations Learning Eslam Abdelaleem, Ahmed Roman, K. Michael Martini, Ilya Nemenman

NeurIPS 2001 Entropy and Inference, Revisited Ilya Nemenman, F. Shafee, William Bialek

NeCo 2001 Predictability, Complexity, and Learning William Bialek, Ilya Nemenman, Naftali Tishby

NeurIPS 2000 Learning Continuous Distributions: Simulations with Field Theoretic Priors Ilya Nemenman, William Bialek