Gautam Dasarathy

Multi-fidelity Bayesian Optimisation with Continuous Approximations

Kirthevasan Kandasamy, Gautam Dasarathy, Jeff Schneider et al. · arXiv (Cornell University) · 2017 · 95 citations · Full text

Computing, Computer Science, Algorithms +11

State and Topology Estimation for Unobservable Distribution Systems Using Deep Neural Networks

Behrouz Azimian, Reetam Sen Biswas, Shiva Moshtagh et al. · IEEE Transactions on Instrumentation and Measurement · 2022 · 91 citations · Full text

Computing, Computer Science, Systems Engineering +17

Gaussian Process Bandit Optimisation with Multi-fidelity Evaluations

Kirthevasan Kandasamy, Gautam Dasarathy, Junier B. Oliva et al. · Neural Information Processing Systems · 2016 · 68 citations

Computing, Computer Science, Artificial Intelligence +15

Bayesian Optimization in High-Dimensional Spaces: A Brief Survey

Mohit Malu, Gautam Dasarathy, Andreas Spanias · 2021 · 61 citations

Computing, Aerospace Engineering, Computer Science +13

Sketching Sparse Matrices, Covariances, and Graphs via Tensor Products

Gautam Dasarathy, Parikshit Shah, Badri Narayan Bhaskar et al. · IEEE Transactions on Information Theory · 2015 · 58 citations

Computing, Computer Science, Mathematics +16