Franca Hoffmann

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 9

Top Topics

Sampling Strategy

Ordinary Differential Equations

Supervised Learning

Top Venues

J. Mach. Learn. Res.

SIAM J. Appl. Dyn. Syst.

Publications

Lauren E. Conger, Franca Hoffmann, Eric Mazumdar, Lillian J. Ratliff
Coupled Gradient Flows for Strategic Non-Local Distribution Shift. CoRR (2023)
Lauren E. Conger, Franca Hoffmann, Eric Mazumdar, Lillian J. Ratliff
Strategic Distribution Shift of Interacting Agents via Coupled Gradient Flows. NeurIPS (2023)
Mojtaba Nayyeri, Chengjin Xu, Franca Hoffmann, Mirza Mohtashim Alam, Jens Lehmann, Sahar Vahdati
Knowledge Graph Representation Learning using Ordinary Differential Equations. EMNLP (1) (2021)
J. A. Carrillo, Franca Hoffmann, Andrew M. Stuart, Urbain Vaes
Consensus Based Sampling. CoRR (2021)
Nicolás García Trillos, Franca Hoffmann, Bamdad Hosseini
Geometric structure of graph Laplacian embeddings. J. Mach. Learn. Res. 22 (2021)
Franca Hoffmann, Bamdad Hosseini, Zhi Ren, Andrew M. Stuart
Consistency of Semi-Supervised Learning Algorithms on Graphs: Probit and One-Hot Methods. J. Mach. Learn. Res. 21 (2020)
Alfredo Garbuno-Inigo, Franca Hoffmann, Wuchen Li, Andrew M. Stuart
Interacting Langevin Diffusions: Gradient Structure and Ensemble Kalman Sampler. SIAM J. Appl. Dyn. Syst. 19 (1) (2020)
Franca Hoffmann, Bamdad Hosseini, Zhi Ren, Andrew M. Stuart
Consistency of semi-supervised learning algorithms on graphs: Probit and one-hot methods. CoRR (2019)
Emeric Bouin, Franca Hoffmann, Clément Mouhot
Exponential Decay to Equilibrium for a Fiber Lay-Down Process on a Moving Conveyor Belt. SIAM J. Math. Anal. 49 (4) (2017)