166 citations · 166 across the 3 of their papers we have counts for
3 papers
Thompson Sampling with Diffusion Generative Prior
Yu-Guan Hsieh, Shiva Prasad Kasiviswanathan, Branislav Kveton +1
In this work, we initiate the idea of using denoising diffusion models to learn priors for online decision making problems. Our special focus is on the meta-learning for bandit fra…
Private Incremental Regression
Shiva Prasad Kasiviswanathan, Kobbi Nissim, Hongxia Jin
Data is continuously generated by modern data sources, and a recent challenge in machine learning has been to develop techniques that perform well in an incremental (streaming) set…
Simple Black-Box Adversarial Perturbations for Deep Networks
Nina Narodytska, Shiva Prasad Kasiviswanathan
Deep neural networks are powerful and popular learning models that achieve state-of-the-art pattern recognition performance on many computer vision, speech, and language processing…