Towards a Systems Theory of Algorithms

25 January 2024

Papers citing "Towards a Systems Theory of Algorithms"

9 / 9 papers shown

Title
Controlling Participation in Federated Learning with Feedback Michael Cummins Güner Dilsad Er Michael Muehlebach FedML 96 0 0 28 Nov 2024
Towards a Theory of Control Architecture: A quantitative framework for layered multi-rate control Nikolai Matni Aaron D. Ames John C. Doyle AI4CE 15 11 0 26 Jan 2024
Performative Prediction: Past and Future Moritz Hardt Celestine Mendler-Dünner 57 23 0 25 Oct 2023
InTune: Reinforcement Learning-based Data Pipeline Optimization for Deep Recommendation Models Kabir Nagrecha Lingyi Liu P. Delgado Prasanna Padmanabhan OffRL AI4CE 58 5 0 13 Aug 2023
A Classification of Feedback Loops and Their Relation to Biases in Automated Decision-Making Systems Nicolò Pagan Joachim Baumann Ezzat Elokda Giulia De Pasquale S. Bolognani Anikó Hannák 55 23 0 10 May 2023
Stability and Robustness of Distributed Suboptimal Model Predictive Control Giuseppe Belgioioso Dominic Liao-McPherson Mathias Hudoba de Badyn Nicolas Pelzmann John Lygeros Florian Dorfler 6 3 0 14 Nov 2022
An optimal control perspective on diffusion-based generative modeling Julius Berner Lorenz Richter Karen Ullrich DiffM 82 87 0 02 Nov 2022
Optimization with Momentum: Dynamical, Control-Theoretic, and Symplectic Perspectives Michael Muehlebach Michael I. Jordan 13 64 0 28 Feb 2020
Theoretical guarantees for sampling and inference in generative models with latent diffusions Belinda Tzen Maxim Raginsky DiffM 49 99 0 05 Mar 2019