Sketch In, Sketch Out: Accelerating both Learning and Inference for
Structured Prediction with KernelsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 |
Optimal Subsampling for High-dimensional Ridge RegressionKnowledge-Based Systems (KBS), 2022 |
Training Quantized Neural Networks to Global Optimality via Semidefinite
ProgrammingInternational Conference on Machine Learning (ICML), 2021 |