Amortizing intractable inference in large language models EJ Hu, M Jain, E Elmoznino, Y Kaddar, G Lajoie, Y Bengio, N Malkin arXiv preprint arXiv:2310.04363, 2023 | 32 | 2023 |
Affine monads and lazy structures for Bayesian programming S Dash, Y Kaddar, H Paquet, S Staton Proceedings of the ACM on Programming Languages 7 (POPL), 1338-1368, 2023 | 19 | 2023 |
Probabilistic programming interfaces for random graphs: Markov categories, graphons, and nominal sets N ACKERMAN, C FREER, Y KADDAR, J KARWOWSKI, S MOSS, D ROY, ... | 3 | 2023 |
A model of stochastic memoization and name generation in probabilistic programming: categorical semantics via monads on presheaf categories Y Kaddar, S Staton Electronic Notes in Theoretical Informatics and Computer Science 3, 2023 | 2 | 2023 |
Tricocycloids, effect monoids and effectuses Y Kaddar Research internship report, available as https://younesse. net/assets …, 2019 | 2 | 2019 |
A Model of Stochastic Memoization and Name Generation Y Kaddar, S Staton University of Oxford, 2022 | 1 | 2022 |
Can a Bayesian Oracle Prevent Harm from an Agent? Y Bengio, MK Cohen, N Malkin, M MacDermott, D Fornasiere, P Greiner, ... arXiv preprint arXiv:2408.05284, 2024 | | 2024 |
Probabilistic Programming Interfaces for Random Graphs N Ackerman, C Freer, Y Kaddar, J Karwowski, S Moss, D Roy, S Staton, ... | | 2024 |
Higher order programming with probabilistic effects: A model of stochastic memoization and name generation Y Kaddar, S Staton | | 2022 |
Statistical programming with categorical measure theory and LazyPPL S Dash, Y Kaddar, H Paquet, S Staton | | 2022 |
Transfer Report: Exchangeability and Representation theorems, Categorical models of probabilistic generative models, Stochastic Memoization, Probabilistic programming and … Y Kaddar | | 2022 |
Ideal Distributors Y Kaddar, M Fiore | | 2020 |
Event Structures as Presheaves Y Kaddar, O Kammar https://younesse.net/assets/M1_report.pdf, 2018 | | 2018 |
Types are Brunerie globular weak ω-groupoids Y Kaddar, T Altenkirch, P Capriotti, N Kraus https://younesse.net/assets/report_L3.pdf, 2017 | | 2017 |