65 citations · 109 across the 48 of their papers we have counts for
4 papers · 1 filter
Effect of Input Noise Dimension in GANs
Manisha Padala, Debojit Das, Sujit Gujar
Generative Adversarial Networks (GANs) are by far the most successful generative models. Learning the transformation which maps a low dimensional input noise to the data distributi…
BitcoinF: Achieving Fairness for Bitcoin in Transaction-Fee-Only Model
Shoeb Siddiqui, Ganesh Vanahalli, Sujit Gujar
A blockchain, such as Bitcoin, is an append-only, secure, transparent, distributed ledger. A fair blockchain is expected to have healthy metrics; high honest mining power, low proc…
Designing Truthful Contextual Multi-Armed Bandits based Sponsored Search Auctions
Kumar Abhishek, Shweta Jain, Sujit Gujar
For sponsored search auctions, we consider contextual multi-armed bandit problem in the presence of strategic agents. In this setting, at each round, an advertising platform (cente…
Ballooning Multi-Armed Bandits
Ganesh Ghalme, Swapnil Dhamal, Shweta Jain +2
In this paper, we introduce Ballooning Multi-Armed Bandits (BL-MAB), a novel extension of the classical stochastic MAB model. In the BL-MAB model, the set of available arms grows (…