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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.LG2023
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…