Rakib Islam
118 Dana Hall
305 NE Spokane St
Pullman, WA 99164
I just completed my PhD from the EECS department of Washington State University. My research focus is broadly on Machine Learning, Artificial Intelligence and currently I am advised by Dr. Jana Doppa.
More specifically, I am working on Anomaly Detection, Sequential Decision Making, Human-in-the-loop Learning, Sequence modeling using Deep Learning, Structured Prediction.
Before joining graduate school, I worked as Consultant, Professional Services at Escenic and Samsung R&D Bangladesh for more than four years. I have completed my bachelors in CSE from Bangladesh University of Engineering and Technology.
news
| Apr 19, 2021 | Defended my PhD thesis “Human-in-the-loop learning for anomaly detection: Novel Insights, Algorithms, and Applications”. |
| Jul 12, 2020 | “GLAD: GLocalized Anomaly Detection via Human-in-the-Loop Learning” got accepted at 2nd Human-in-the-loop workshop at ICML 2020. |
| May 10, 2019 | “Randomized Greedy Search for Structured Prediction: Amortized Inference and Learning” got accepted at IJCAI 2019. |
| Nov 30, 2018 | “Planning with Actively Eliciting Preferences” got accepted at Knowledge Based Systems journal 2018. |
| Jan 22, 2018 | AAMAS 2018 Paper “Preference-Guided Planning: An Active Elicitation Approach” got accepted. |