1 code implementation • 12 Jun 2023 • Siddarth Krishnamoorthy, Satvik Mehul Mashkaria, Aditya Grover
The goal of offline black-box optimization (BBO) is to optimize an expensive black-box function using a fixed dataset of function evaluations.
1 code implementation • 22 Jun 2022 • Siddarth Krishnamoorthy, Satvik Mehul Mashkaria, Aditya Grover
Many problems in science and engineering involve optimizing an expensive black-box function over a high-dimensional space.
no code implementations • 28 Nov 2019 • Ramit Pahwa, Manoj Ghuhan Arivazhagan, Ankur Garg, Siddarth Krishnamoorthy, Rohit Saxena, Sunav Choudhary
Designing and training a CNN architecture that does well on all three metrics is highly non-trivial and can be very time-consuming if done by hand.