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 …

Nov 30, 2022 · Dr. Aukosh Jagannath, assistant professor of Statistics and Actuarial Science and Applied Mathematics at the University of Waterloo, has won a prestigious Outstanding Paper …

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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 …

Dec 5, 2025 · The machine learning Olympics just wrapped up, and the winners are addressing the questions keeping AI scientists up at night. NeurIPS, short for Neural Information …

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, …

Nov 30, 2022 · Oxford Statistics researchers Valentin De Bortoli, Emile Mathieu, Michael Hutchinson, James Thornton, Yee Whye Teh and Arnaud Doucet has received an Outstanding …

Adversarial Reprogramming Revisited A Near-Optimal Best-of-Both-Worlds Algorithm for Online Learning with Feedback Graphs Uncertainty Estimation Using Riemannian Model Dynamics …

Award in Workshop: Synthetic Data for Empowering ML Research Announcing the Best Paper Awards 2022 Award in Workshop: Synthetic Data for Empowering ML Research Player …