2 citations · 3 across the 3 of their papers we have counts for
3 papers
cs.LG2021
Bayesian Meta-Learning Through Variational Gaussian Processes
Vivek Myers, Nikhil Sardana
Recent advances in the field of meta-learning have tackled domains consisting of large numbers of small ("few-shot") supervised learning tasks. Meta-learning algorithms must be abl…
cs.LG2021★ 2 cited
Learning Multimodal Rewards from Rankings
Vivek Myers, Erdem Bıyık, Nima Anari +1
Learning from human feedback has shown to be a useful approach in acquiring robot reward functions. However, expert feedback is often assumed to be drawn from an underlying unimoda…
cs.LG2020★ 1 cited
A Hierarchical Approach to Scaling Batch Active Search Over Structured Data
Vivek Myers, Peyton Greenside
Active search is the process of identifying high-value data points in a large and often high-dimensional parameter space that can be expensive to evaluate. Traditional active searc…