Akshat Kumar Singapore Management University

3 publications

15 citations

Artificial intelligence and machine learning, planning under uncertainty

https://www.linkedin.com/in/akshat-kumar-7a8250

Interests / Fields

Computer science Mathematical optimization Inference Scalability Artificial intelligence Graphical model Mathematics Machine learning Algorithm Exploit Sequential decision Message passing Population Expectation–maximization algorithm Solver Speedup Theoretical computer science Multi-agent system Resource constrained Distributed constraint optimization

Publications List

Publication Statistics

Total Publications

SG+ML Publications

Publications authored while based in Singapore within AI/ML-related areas.

622

Total Estimated Citations

Estimated citations uses a statistical model that leverages both local statistics of the publication and global statistics of the entire academic graph (from MAG).

SG+ML Estimated Citations

546