3 papers
cs.CE2024
Thinking Fast and Slow: Data-Driven Adaptive DeFi Borrow-Lending Protocol
Mahsa Bastankhah, Viraj Nadkarni, Xuechao Wang +3
Decentralized finance (DeFi) borrowing and lending platforms are crucial to the decentralized economy, involving two main participants: lenders who provide assets for interest and…
cs.LG2024
On Limitation of Transformer for Learning HMMs
Jiachen Hu, Qinghua Liu, Chi Jin
Despite the remarkable success of Transformer-based architectures in various sequential modeling tasks, such as natural language processing, computer vision, and robotics, their ab…
cs.LG2024
ZeroSwap: Data-driven Optimal Market Making in DeFi
Viraj Nadkarni, Jiachen Hu, Ranvir Rana +3
Automated Market Makers (AMMs) are major centers of matching liquidity supply and demand in Decentralized Finance. Their functioning relies primarily on the presence of liquidity p…