Md. Rakibul Islam

According to our database, Md. Rakibul Islam authored at least 11 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Effectiveness of Tree-based Ensembles for Anomaly Discovery: Insights, Batch and Streaming Active Learning.

Shubhomoy Das, Md. Rakibul Islam, Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa

J. Artif. Intell. Res., 2024

2022

Human-guided Collaborative Problem Solving: A Natural Language based Framework.

Harsha Kokel, Mayukh Das, Md. Rakibul Islam, Julia Bonn, Jon Z. Cai, Soham Dan, Anjali Narayan-Chen, Prashant Jayannavar, Janardhan Rao Doppa, Julia Hockenmaier, Sriraam Natarajan, Martha Palmer, Dan Roth

CoRR, 2022

2019

Planning with actively eliciting preferences.

Mayukh Das, Phillip Odom, Md. Rakibul Islam, Janardhan Rao Doppa, Dan Roth, Sriraam Natarajan

Knowl. Based Syst., 2019

Active Anomaly Detection via Ensembles: Insights, Algorithms, and Interpretability.

Shubhomoy Das, Md. Rakibul Islam, Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa

CoRR, 2019

Randomized Greedy Search for Structured Prediction: Amortized Inference and Learning.

Chao Ma, F. A. Rezaur Rahman Chowdhury, Aryan Deshwal, Md. Rakibul Islam, Janardhan Rao Doppa, Dan Roth

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018

Active Anomaly Detection via Ensembles.

Shubhomoy Das, Md. Rakibul Islam, Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa

CoRR, 2018

Preference-Guided Planning: An Active Elicitation Approach.

Mayukh Das, Phillip Odom, Md. Rakibul Islam, Janardhan Rao Doppa, Dan Roth, Sriraam Natarajan

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

2017

Learning to Speed Up Query Planning in Graph Databases.

Mohammad Hossein Namaki, F. A. Rezaur Rahman Chowdhury, Md. Rakibul Islam, Janardhan Rao Doppa, Yinghui Wu

Proceedings of the Twenty-Seventh International Conference on Automated Planning and Scheduling, 2017

Select-and-Evaluate: A Learning Framework for Large-Scale Knowledge Graph Search.

F. A. Rezaur Rahman Chowdhury, Chao Ma, Md. Rakibul Islam, Mohammad Hossein Namaki, Mohammad Omar Faruk, Janardhan Rao Doppa

Proceedings of The 9th Asian Conference on Machine Learning, 2017

Towards Problem Solving Agents that Communicate and Learn.

Anjali Narayan-Chen, Colin Graber, Mayukh Das, Md. Rakibul Islam, Soham Dan, Sriraam Natarajan, Janardhan Rao Doppa, Julia Hockenmaier, Martha Palmer, Dan Roth

Proceedings of the First Workshop on Language Grounding for Robotics, 2017

Active Preference Elicitation for Planning.

Mayukh Das, Md. Rakibul Islam, Janardhan Rao Doppa, Dan Roth, Sriraam Natarajan

Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017