Spotlight Talks
in
Workshop: Will Synthetic Data Finally Solve the Data Access Problem?

Three morning spotlight talks

Charlie Hou · Pan Li · Alisia Lupidi

2025 Spotlight Talks
in
Workshop: Will Synthetic Data Finally Solve the Data Access Problem?

Abstract

Private Federated Learning using Preference-Optimized Synthetic Data. Charlie Hou, Mei-Yu Wang, Yige Zhu, Daniel Lazar, Giulia Fanti.

LayerDAG: A Layerwise Autoregressive Diffusion Model for Directed Acyclic Graph Generation. Mufei Li, Viraj Shitole, Eli Chien, Changhai Man, Zhaodong Wang, Srinivas, Ying Zhang, Tushar Krishna, Pan Li.

Source2Synth: Synthetic Data Generation and Curation Grounded in Real Data Sources. Alisia Maria Lupidi, Carlos Gemmell, Nicola Cancedda, Jane Yu, Jason E Weston, Jakob Nicolaus Foerster, Roberta Raileanu, Maria Lomeli.

Video

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