The Salon is a lab dedicated to the study of Statistics, Algorithms, Learning, and OptimizatioN. It is led by Professor Gautam Kamath at the Cheriton School of Computer Science at the University of Waterloo. Current emphases of the lab include enriching our understanding of data privacy and robustness in statistics and machine learning.
The name of The Salon is in reference to the French practice from the 17th and 18th centuries, a central venue for exchange of some of the most important ideas of the era.
Statistics, Machine Learning, Data Privacy, Robustness
Machine Learning Theory, Algorithmic Statistics, Privacy, Applied Probability
Statistical Validity, Data Privacy, Robustness
Private Statistics, Robust Statistics
Statistics, Machine Learning, Computer Vision, Data Privacy
Deep Learning Theory, Machine Learning, Statistics, Optimization
Probabilistic Programming, Bayesian Inference, Differential Privacy, Adversarial Robustness
Data Privacy, Machine Learning, Federated Learning, Data Cleaning