Zelda Mariet

Diversity Networks: Neural Network Compression Using Determinantal Point Processes

Zelda Mariet, Suvrit Sra · arXiv (Cornell University) · 2015 · 50 citations · Full text

Data Compression, Convolutional Neural Network, Flexible Technique +15

Outlier Detection in Heterogeneous Datasets using Automatic Tuple Expansion

Clément Pit-Claudel, Zelda Mariet, R.T. Harding et al. · DSpace@MIT (Massachusetts Institute of Technology) · 2016 · 39 citations

Plex: Towards Reliability using Pretrained Large Model Extensions

Dustin Tran, Jeremiah Liu, Michael W. Dusenberry et al. · arXiv (Cornell University) · 2022 · 38 citations · Full text

Artificial Intelligence, Few-shot Learning, Engineering +24

Uncertainty Baselines: Benchmarks for Uncertainty & Robustness in Deep Learning

Zachary Nado, Neil Band, Mark Collier et al. · arXiv (Cornell University) · 2021 · 31 citations · Full text

Foundations of Sequence-to-Sequence Modeling for Time Series

Vitaly Kuznetsov, Zelda Mariet · arXiv (Cornell University) · 2018 · 24 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +16