39 citations · 72 across the 2 of their papers we have counts for
2 papers
cs.LG2016★ 33 cited
Batched Gaussian Process Bandit Optimization via Determinantal Point Processes
Tarun Kathuria, Amit Deshpande, Pushmeet Kohli
Gaussian Process bandit optimization has emerged as a powerful tool for optimizing noisy black box functions. One example in machine learning is hyper-parameter optimization where…
cs.LG2016★ 39 cited
How to be Fair and Diverse?
L. Elisa Celis, Amit Deshpande, Tarun Kathuria +1
Due to the recent cases of algorithmic bias in data-driven decision-making, machine learning methods are being put under the microscope in order to understand the root cause of the…