Machine Learning
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How to Verify Any (Reasonable) Distribution Property: Computationally Sound Argument Systems for Distributions

content type paperresearch area Methods and Algorithmsconference ICLRPublished year 2025
AuthorsTal Herman†, Guy Rothblum
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EC-DIT: Scaling Diffusion Transformers with Adaptive Expert-Choice Routing

content type paperresearch area Computer Vision, research area Speech and Natural Language Processingconference ICLRPublished year 2025
AuthorsHaotian Sun†‡, Tao Lei, Bowen Zhang, Yanghao Li, Haoshuo Huang, Ruoming Pang, Bo Dai‡, Nan Du
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An LLM-Based Approach to Review Summarization on the App Store

Ratings and reviews are an invaluable resource for users exploring an app on the App Store, providing insights into how others have experienced the app. With review summaries now available in iOS 18.4, users can quickly get a high-level overview of what other users think about an app, while still having the option to dive into individual reviews for more detail. This feature is powered by a novel, multi-step LLM-based system that periodically…
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Apple Machine Learning Research at ICLR 2025

Apple researchers are advancing machine learning (ML) and AI through fundamental research that improves the world’s understanding of this technology and helps to redefine what is possible with it. To support the broader research community and help accelerate progress in this field, we share much of our research through publications, open source resources, and engagement at conferences. This week, the Thirteenth International Conference on…
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ACM Human-Computer Interaction Conference (CHI) 2025

Apple is presenting new research at the ACM annual conference on Human-Computer Interaction (CHI), which takes place in person in Yokohama, Japan, from April 26 to May 1. We are proud to again sponsor the conference, which brings together the scientific and industrial research communities focused on interactive technology. Below is an overview of Apple’s participation at CHI 2025. Schedule Stop by the Apple booth (304 & 305) in the…
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International Conference on Learning Representations (ICLR) 2025

Apple will be sponsoring the International Conference on Learning Representations (ICLR), which will take place in person from April 24 to 28, 2025, in Singapore. ICLR brings together professionals dedicated to the advancement of deep learning.

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