Charlie Frogner

Publication Activity (10 Years)

Years Active: 2007-2021
Publications (10 Years): 9

Top Topics

Positive And Unlabeled Examples

Joint Distribution

Top Venues

J. Mach. Learn. Res.

Publications

Charlie Frogner, Sebastian Claici, Edward Chien, Justin Solomon
Incorporating Unlabeled Data into Distributionally Robust Learning. J. Mach. Learn. Res. 22 (2021)
Charlie Frogner, Tomaso A. Poggio
Approximate Inference with Wasserstein Gradient Flows. AISTATS (2020)
Charlie Frogner, Farzaneh Mirzazadeh, Justin Solomon
Learning Embeddings into Entropic Wasserstein Spaces. CoRR (2019)
Charlie Frogner, Sebastian Claici, Edward Chien, Justin Solomon
Incorporating Unlabeled Data into Distributionally Robust Learning. CoRR (2019)
Charlie Frogner, Tomaso A. Poggio
Fast and Flexible Inference of Joint Distributions from their Marginals. ICML (2019)
Charlie Frogner, Farzaneh Mirzazadeh, Justin Solomon
Learning Embeddings into Entropic Wasserstein Spaces. ICLR (Poster) (2019)
Charlie Frogner, Tomaso A. Poggio
Approximate inference with Wasserstein gradient flows. CoRR (2018)
Charlie Frogner, Chiyuan Zhang, Hossein Mobahi, Mauricio Araya-Polo, Tomaso A. Poggio
Learning with a Wasserstein Loss. CoRR (2015)
Charlie Frogner, Chiyuan Zhang, Hossein Mobahi, Mauricio Araya-Polo, Tomaso A. Poggio
Learning with a Wasserstein Loss. NIPS (2015)
Charlie Frogner, Avi Pfeffer
Discovering Weakly-Interacting Factors in a Complex Stochastic Process. NIPS (2007)