Nov 21, 2022 · We are excited to announce the award-winning papers for NeurIPS 2022! The three categories of awards are Outstanding Main Track Papers, Outstanding Datasets and …

We study the scaling limits of stochastic gradient descent (SGD) with constant step-size in the high-dimensional regime. We prove limit theorems for the trajectories of summary statistics …

The 2021 Datasets and Benchmarks track was a big success; you can view the accepted papers from 2021 NeurIPS Datasets and Benchmarks here, and the winners of the best paper awards …

Outstanding Paper Awards Workshops Community Affinity Events Socials Mentorship Town Hall Careers / Recruiting Sponsors Help Presenters Instructions

The Best Paper Award Committee members were nominated by the Program Chairs and the Database and Benchmark track chairs, who selected leading researchers across machine …

Nov 30, 2022 · We share some highlights from the affinity group workshops at NeurIPS 2022. Kartik Chandra, Audrey Xie, Jonathan Ragan-Kelley, Erik Meijer, tell us about their work, …

Best Paper and Poster Awards 2022 Closing remark in Workshop: Second Workshop on Efficient Natural Language and Speech Processing (ENLSP-II)

NeurIPS 2022 Announces Its Outstanding Main Track Papers, Outstanding Dataset & Benchmark Papers, and Test of Time Award

Datasets and Benchmarks In 2021, NeurIPS introduced a new track, Datasets and Benchmarks. The first year of that track, 2021, has its own proceedings, accessible by the link below. From …

The publication "LAION-5B: An open large-scale dataset for training next generation image-text models" by Christoph Schuhmann, Romain Beaumont, Richard Vencu, Cade W Gordon, Ross …