Rio de Janeiro hosts the Fourteenth International Conference on Learning Representations this week. Apple researchers will present new findings across multiple machine learning topics during the main event and associated workshops. This participation follows the company's strategy of sharing fundamental research via academic publications. Practitioners can expect new technical papers on model efficiency and architecture.