Ilya Nemenman
Emory & Henry College
H-index: 36
North America-United States
Top articles of Ilya Nemenman
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Estimating Mutual Information with the Deep Variational Symmetric Information Bottleneck | Bulletin of the American Physical Society | Eslam Abdelaleem K Michael Martini Ilya Nemenman | 2024/3/6 |
Bistability in dynamics of worm-microbe interactions | Bulletin of the American Physical Society | Satya Spandana Boddu K Michael Martini Ilya Nemenman Nic Vega | 2024/3/6 |
Characterizing the dynamics of syllable emergence in the juvenile songbird | Bulletin of the American Physical Society | Michael Pasek Leila Pascual Samuel Sober Ilya Nemenman | 2024/3/6 |
Data efficiency, dimensionality reduction, and the generalized symmetric information bottleneck | arXiv preprint arXiv:2309.05649 | K Michael Martini Ilya Nemenman | 2023/9/11 |
Machine learning that predicts well may not learn the correct physical descriptions of glassy systems | arXiv preprint arXiv:2403.00751 | Arabind Swain Sean Alexander Ridout Ilya Nemenman | 2024/3/1 |
Neural criticality from effective latent variables | ArXiv | Mia Morrell Ilya Nemenman Audrey J Sederberg | 2023/1/2 |
Bayesian estimation of the Kullback-Leibler divergence for categorical systems using mixtures of Dirichlet priors | Physical Review E | Francesco Camaglia Ilya Nemenman Thierry Mora Aleksandra M Walczak | 2024/2/13 |
Bounds on learning with power-law priors | Bulletin of the American Physical Society | Sean Ridout Ilya Nemenman Ard Louis Chris Mingard Radosław Grabarczyk | 2024/3/7 |
Learning force laws in many-body systems | Bulletin of the American Physical Society | Eslam Abdelaleem Ilya Nemenman Justin Burton | 2024/3/4 |
Low-probability states, data statistics, and entropy estimation | Physical Review E | Damián G Hernández Ahmed Roman Ilya Nemenman | 2023/7/5 |
Deep Variational Multivariate Information Bottleneck--A Framework for Variational Losses | arXiv preprint arXiv:2310.03311 | Eslam Abdelaleem Ilya Nemenman K Michael Martini | 2023/10/5 |
Maximum likelihood estimators for colony forming units | bioRxiv | K Michael Martini Jr Satya Spandana Boddu Ilya Nemenman Nic Vega | 2023/5/18 |
A dynamical model of C. elegans thermal preference reveals independent excitatory and inhibitory learning pathways | Proceedings of the National Academy of Sciences | Ahmed Roman Konstantine Palanski Ilya Nemenman William S Ryu | 2023/3/28 |
Simultaneous Dimensionality Reduction: A Data Efficient Approach for Multimodal Representations Learning | arXiv preprint arXiv:2310.04458 | Eslam Abdelaleem Ahmed Roman K Michael Martini Ilya Nemenman | 2023/10/5 |
Statistical properties of empirical cross-covariance matrices of correlated large-dimensional datasets | APS March Meeting Abstracts | Arabind Swain Eslam Abdelaleem Ilya Nemenman | 2023 |
Inferring local structure from pairwise correlations | Physical Review E | Mahajabin Rahman Ilya Nemenman | 2023/9/29 |
A toy computational model of evolution of directed motility | APS March Meeting Abstracts | Sergio Eraso Jennifer Rieser Ilya Nemenman | 2023 |
Extrinsic vs Intrinsic Criticality in Systems with Many Components | ArXiv | Vudtiwat Ngampruetikorn Ilya Nemenman David J Schwab | 2023/9/25 |
Intrinsic Motivation in Dynamical Control Systems | arXiv preprint arXiv:2301.00005 | Stas Tiomkin Ilya Nemenman Daniel Polani Naftali Tishby | 2022/12/29 |
Neural network model of nonlinear Bayesian learning | APS March Meeting Abstracts | Camilla Li Ilya Nemenman | 2022 |
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