2 citations · 2 across the 8 of their papers we have counts for
4 papers · 1 filter
AgileRate: Bringing Adaptivity and Robustness to DeFi Lending Markets
Mahsa Bastankhah, Viraj Nadkarni, Xuechao Wang +1
Decentralized Finance (DeFi) has revolutionized lending by replacing intermediaries with algorithm-driven liquidity pools. However, existing platforms like Aave and Compound rely o…
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…
Adaptive Curves for Optimally Efficient Market Making
Viraj Nadkarni, Sanjeev Kulkarni, Pramod Viswanath
Automated Market Makers (AMMs) are essential in Decentralized Finance (DeFi) as they match liquidity supply with demand. They function through liquidity providers (LPs) who deposit…
Influencing Bandits: Arm Selection for Preference Shaping
Viraj Nadkarni, D. Manjunath, Sharayu Moharir
We consider a non stationary multi-armed bandit in which the population preferences are positively and negatively reinforced by the observed rewards. The objective of the algorithm…