2 papers
cs.LG2020
Relational Boosted Bandits
Ashutosh Kakadiya, Sriraam Natarajan, Balaraman Ravindran
Contextual bandits algorithms have become essential in real-world user interaction problems in recent years. However, these algorithms rely on context as attribute value representa…
cs.LG2018
Correlated discrete data generation using adversarial training
Shreyas Patel, Ashutosh Kakadiya, Maitrey Mehta +3
Generative Adversarial Networks (GAN) have shown great promise in tasks like synthetic image generation, image inpainting, style transfer, and anomaly detection. However, generatin…