no code implementations • 1 Jun 2023 • Evan Munro, David Jones, Jennifer Brennan, Roland Nelet, Vahab Mirrokni, Jean Pouget-Abadie
In online platforms, the impact of a treatment on an observed outcome may change over time as 1) users learn about the intervention, and 2) the system personalization, such as individualized recommendations, change over time.
no code implementations • 4 Feb 2022 • Josue Nassar, Jennifer Brennan, Ben Evans, Kendall Lowrey
Online learning via Bayes' theorem allows new data to be continuously integrated into an agent's current beliefs.
1 code implementation • 30 Sep 2020 • John Thickstun, Jennifer Brennan, Harsh Verma
This paper offers a precise, formal definition of an audio-to-score alignment.
Sound Audio and Speech Processing
1 code implementation • ICLR 2021 • Marisa Kirisame, Steven Lyubomirsky, Altan Haan, Jennifer Brennan, Mike He, Jared Roesch, Tianqi Chen, Zachary Tatlock
Checkpointing enables the training of deep learning models under restricted memory budgets by freeing intermediate activations from memory and recomputing them on demand.
1 code implementation • ICML 2020 • Jennifer Brennan, Ramya Korlakai Vinayak, Kevin Jamieson
We study the problem of estimating the distribution of effect sizes (the mean of the test statistic under the alternate hypothesis) in a multiple testing setting.