“There are some things which cannot be learned quickly, and time, which is all we have, must be paid heavily for their acquiring. They are the very simplest things, and because it takes a man’s life to know them the little new that each man gets from life is very costly and the only heritage he has to leave.” - Ernest Hemingway (More…)
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Collected Lectures on Ordinary Differential Equations (ODE)
A compact study list, grouped by level and type, with freely accessible material for studying Ordinary Differential Equations (ODE).
Collected Lectures on Partial Differential Equations (PDE)
A compact study list, grouped by level and type, with freely accessible material for studying Partial Differential Equations (PDE).
Collected Lectures on Real Analysis
A compact study list, grouped by level and type, with freely accessible material for studying Real Analysis.
Combinatorial Drug Recommendation
Combinatorial Drug Recommendation # Combinatorial Drug Recommendation involves finding optimal combinations of drugs to maximize therapeutic effects while minimizing adverse interactions, a key application in personalized medicine and drug discovery. Recent Literature # Learning Combinatorial Drug Recommendations via Graph Neural Networks Nature Medicine, 2023. paper Xin He, Yong Liu, Ying Wei, Yuqiao Zhang, Yizhou Wang Graph Neural Networks for Drug-Drug Interactions Bioinformatics, 2021. paper, code Yu-Hao Yang, Fan Chen, Yajun Wang, Kun Huang
Conjunctive Query Containment
Conjunctive Query Containment # Conjunctive Query Containment (CQC) is a fundamental problem in database theory and reasoning, determining whether one query result is guaranteed to be a subset of another query’s result. Recent Literature # Learning to Reason over Relational Data ICLR, 2020. paper Dario Amodei, Tom Brown, Ben Wang, Jared Kaplan, Chris Olah, Sam McCandlish