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Eli Sennesh
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Interoception as modeling, allostasis as control
E Sennesh, J Theriault, D Brooks, JW van de Meent, LF Barrett, ...
Biological Psychology, 108242, 2021
612021
Learning Proposals for Probabilistic Programs with Inference Combinators
S Stites, H Zimmermann, H Wu, E Sennesh, JW van de Meent
Uncertainty in Artificial Intelligence (UAI) 2021, 2021
102021
A Computational Neural Model for Mapping Degenerate Neural Architectures
Z Khan, Y Wang, E Sennesh, J Dy, S Ostadabbas, JW van de Meent, ...
Neuroinformatics, 2022
82022
Neural Topographic Factor Analysis for fMRI Data
E Sennesh, Z Khan, Y Wang, A Farnoosh, S Ostadabbas, J Dy, ...
Advances in Neural Information Processing Systems, 2020
72020
Amortized Population Gibbs Samplers with Neural Sufficient Statistics
H Wu, H Zimmerman, E Sennesh, TA Le, JW van de Meent
International Conference on Machine Learning, 10205-10215, 2020
72020
Deep Markov Spatio-Temporal Factorization
A Farnoosh, B Rezaei, EZ Sennesh, Z Khan, J Dy, A Satpute, ...
arXiv preprint arXiv:2003.09779, 2020
52020
Computing with Categories in Machine Learning
E Sennesh, T Xu, Y Maruyama
International Conference on Artificial General Intelligence, 244-254, 2023
42023
Structured gotos are (Slightly) harmful
E Sennesh, Y Gil
Proceedings of the 31st Annual ACM Symposium on Applied Computing, 1784-1789, 2016
32016
Deriving Time-Averaged Active Inference from Control Principles
E Sennesh, J Theriault, JW van de Meent, LF Barrett, K Quigley
Active Inference: Third International Workshop, IWAI 2022, Grenoble, Franceá…, 2023
22023
Learning a Deep Generative Model like a Program: the Free Category Prior
E Sennesh
arXiv preprint arXiv:2011.11063, 2020
22020
Beginning with biology: “Aspects of cognition” exist in the service of the brain’s overall function as a resource-regulator
J Theriault, M Coleman, M Feldman, JD Fridman, E Sennesh, K Quigley, ...
Behavioral and Brain Sciences 43, e26, 2020
22020
Cue-Pin-Select, a Secure Mental Password Manager
E Blanchard, L Gabasova, T Selker, E Sennesh
1*2020
String Diagrams with Factorized Densities
E Sennesh, JW van de Meent
arXiv preprint arXiv:2305.02506, 2023
2023
Semantics of Probabilistic Program Traces
A Lew, E Sennesh, JW van de Meent, V Mansinghka
Languages for Inference (LAFI) Workshop, 2023
2023
A convenient category of tracing measure kernels
E Sennesh, JW van de Meent
Languages for Inference (LAFI) Workshop at POPL 2023, 2023
2023
Towards Compositional Probabilistic Programming
E Sennesh
Northeastern University, 2023
2023
A Probabilistic Generative Model of Free Categories
E Sennesh, T Xu, Y Maruyama
arXiv preprint arXiv:2205.04545, 2022
2022
Learning a Deep Generative Model like a Program
E Sennesh
2020
Ad-Hoc Bayesian Program Learning
E Sennesh
Program Transformations for ML Workshop at NeurIPS 2019, 2019
2019
Composing Modeling and Inference Operations with Probabilistic Program Combinators
E Sennesh, A Ścibior, H Wu, JW van de Meent
arXiv preprint arXiv:1811.05965, 2018
2018
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