3 papers
cs.LG2022
Branch & Learn for Recursively and Iteratively Solvable Problems in Predict+Optimize
Xinyi Hu, Jasper C. H. Lee, Jimmy H. M. Lee +1
This paper proposes Branch & Learn, a framework for Predict+Optimize to tackle optimization problems containing parameters that are unknown at the time of solving. Given an optimiz…
cs.IT2021
Intrablock Interleaving for Batched Network Coding with Blockwise Adaptive Recoding
Hoover H. F. Yin, Ka Hei Ng, Allen Z. Zhong +3
Batched network coding (BNC) is a low-complexity solution to network transmission in multi-hop packet networks with packet loss. BNC encodes the source data into batches of packets…
cs.AI2018
Augmenting Stream Constraint Programming with Eventuality Conditions
Jasper C. H. Lee, Jimmy H. M. Lee, Allen Z. Zhong
Stream constraint programming is a recent addition to the family of constraint programming frameworks, where variable domains are sets of infinite streams over finite alphabets. Pr…