Eli Sennesh

According to our database, Eli Sennesh authored at least 15 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Divide-and-Conquer Predictive Coding: a structured Bayesian inference algorithm.

Eli Sennesh, Hao Wu, Tommaso Salvatori

CoRR, 2024

2023

String Diagrams with Factorized Densities.

Eli Sennesh, Jan-Willem van de Meent

Proceedings of the Sixth International Conference on Applied Category Theory 2023, 2023

Computing with Categories in Machine Learning.

Eli Sennesh, Tom Xu, Yoshihiro Maruyama

Proceedings of the Artificial General Intelligence - 16th International Conference, 2023

2022

A Computational Neural Model for Mapping Degenerate Neural Architectures.

Zulqarnain Khan, Yiyu Wang, Eli Sennesh, Jennifer G. Dy, Sarah Ostadabbas, Jan-Willem van de Meent, J. Benjamin Hutchinson, Ajay B. Satpute

Neuroinformatics, 2022

A Probabilistic Generative Model of Free Categories.

Eli Sennesh, Tom Xu, Yoshihiro Maruyama

CoRR, 2022

Deriving Time-Averaged Active Inference from Control Principles.

Eli Sennesh, Jordan Theriault, Jan-Willem van de Meent, Lisa Feldman Barrett, Karen S. Quigley

Proceedings of the Active Inference - Third International Workshop, 2022

2021

Learning proposals for probabilistic programs with inference combinators.

Sam Stites, Heiko Zimmermann, Hao Wu, Eli Sennesh, Jan-Willem van de Meent

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

2020

Learning a Deep Generative Model like a Program: the Free Category Prior.

Eli Sennesh

CoRR, 2020

Deep Markov Spatio-Temporal Factorization.

Amirreza Farnoosh, Behnaz Rezaei, Eli Zachary Sennesh, Zulqarnain Khan, Jennifer G. Dy, Ajay B. Satpute, J. Benjamin Hutchinson, Jan-Willem van de Meent, Sarah Ostadabbas

CoRR, 2020

Neural Topographic Factor Analysis for fMRI Data.

Eli Sennesh, Zulqarnain Khan, Yiyu Wang, J. Benjamin Hutchinson, Ajay B. Satpute, Jennifer G. Dy, Jan-Willem van de Meent

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Amortized Population Gibbs Samplers with Neural Sufficient Statistics.

Hao Wu, Heiko Zimmermann, Eli Sennesh, Tuan Anh Le, Jan-Willem van de Meent

Proceedings of the 37th International Conference on Machine Learning, 2020

Cue-Pin-Select, a Secure Mental Password Manager.

Enka Blanchard, Ted Selker, Levi Gabasova, Eli Sennesh

Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020

2019

Neural Topographic Factor Analysis for fMRI Data.

Eli Sennesh, Zulqarnain Khan, Jennifer G. Dy, Ajay B. Satpute, J. Benjamin Hutchinson, Jan-Willem van de Meent

CoRR, 2019

2018

Composing Modeling and Inference Operations with Probabilistic Program Combinators.

Eli Sennesh, Adam Scibior, Hao Wu, Jan-Willem van de Meent

CoRR, 2018

2016

Structured gotos are (Slightly) harmful.

Eli Sennesh, Yossi Gil

Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016