Rashidul Islam

26 papers A* 5A 4C 1Misc 1Journal 12Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Enhancing Distribution and Label Consistency for Graph Out-of-Distribution Generalization.
CoRR
Song Wang, Xiaodong Yang, Rashidul Islam, Huiyuan Chen, Mingliang Xu, Jundong Li, Yiwei Cai
2024 A* conf
Can One Embedding Fit All? A Multi-Interest Learning Paradigm Towards Improving User Interest Diversity Fairness.
WWW
Yuying Zhao, Minghua Xu, Huiyuan Chen, Yuzhong Chen, Yiwei Cai, Rashidul Islam, Yu Wang, Tyler Derr
2024 J jnl
Can One Embedding Fit All? A Multi-Interest Learning Paradigm Towards Improving User Interest Diversity Fairness.
CoRR
Yuying Zhao, Minghua Xu, Huiyuan Chen, Yuzhong Chen, Yiwei Cai, Rashidul Islam, Yu Wang, Tyler Derr
2024 A* conf
Enhancing Distribution and Label Consistency for Graph Out-of-Distribution Generalization.
ICDM
Song Wang, Xiaodong Yang, Rashidul Islam, Huiyuan Chen, Minghua Xu, Jundong Li, Yiwei Cai
2024 — conf
Fair Inference for Discrete Latent Variable Models: An Intersectional Approach.
GoodIT
Rashidul Islam, Shimei Pan, James R. Foulds
2024 A* conf
Fairness without Demographics through Shared Latent Space-Based Debiasing.
AAAI
Rashidul Islam, Huiyuan Chen, Yiwei Cai
2024 J jnl
Visualizing Uncertainty with Simulated Chromatic Aberration.
J. Percept. Imaging
Rashidul Islam, Stephen Brooks
2023 J jnl
Differential Fairness: An Intersectional Framework for Fair AI.
Entropy
Rashidul Islam, Kamrun Naher Keya, Shimei Pan, Anand D. Sarwate, James R. Foulds
2023 J jnl
When Biased Humans Meet Debiased AI: A Case Study in College Major Recommendation.
ACM Trans. Interact. Intell. Syst.
Clarice Wang, Kathryn Wang, Andrew Bian, Rashidul Islam, Kamrun Naher Keya, James R. Foulds, Shimei Pan
2022 A conf
Do Humans Prefer Debiased AI Algorithms? A Case Study in Career Recommendation.
IUI
Clarice Wang, Kathryn Wang, Andrew Bian, Rashidul Islam, Kamrun Naher Keya, James R. Foulds, Shimei Pan
2022 J jnl
Fair Inference for Discrete Latent Variable Models.
CoRR
Rashidul Islam, Shimei Pan, James R. Foulds
2022 J jnl
Framework for Behavioral Disorder Detection Using Machine Learning and Application of Virtual Cognitive Behavioral Therapy in COVID-19 Pandemic.
CoRR
Tasnim Niger, Hasanur Rayhan, Rashidul Islam, Kazi Asif Abdullah Noor, Kamrul Hasan
2021 J jnl
Bias: Friend or Foe? User Acceptance of Gender Stereotypes in Automated Career Recommendations.
CoRR
Clarice Wang, Kathryn Wang, Andrew Bian, Rashidul Islam, Kamrun Naher Keya, James R. Foulds, Shimei Pan
2021 C conf
Can We Obtain Fairness For Free?
AIES
Rashidul Islam, Shimei Pan, James R. Foulds
2021 A* conf
Debiasing Career Recommendations with Neural Fair Collaborative Filtering.
WWW
Rashidul Islam, Kamrun Naher Keya, Ziqian Zeng, Shimei Pan, James R. Foulds
2021 A conf
Equitable Allocation of Healthcare Resources with Fair Survival Models.
SDM
Kamrun Naher Keya, Rashidul Islam, Shimei Pan, Ian Stockwell, James R. Foulds
2021 A conf
Fair Representation Learning for Heterogeneous Information Networks.
ICWSM
Ziqian Zeng, Rashidul Islam, Kamrun Naher Keya, James R. Foulds, Yangqiu Song, Shimei Pan
2021 J jnl
Fair Representation Learning for Heterogeneous Information Networks.
CoRR
Ziqian Zeng, Rashidul Islam, Kamrun Naher Keya, James R. Foulds, Yangqiu Song, Shimei Pan
2020 A* conf
An Intersectional Definition of Fairness.
ICDE
James R. Foulds, Rashidul Islam, Kamrun Naher Keya, Shimei Pan
2020 A conf
Bayesian Modeling of Intersectional Fairness: The Variance of Bias.
SDM
James R. Foulds, Rashidul Islam, Kamrun Naher Keya, Shimei Pan
2020 J jnl
Equitable Allocation of Healthcare Resources with Fair Cox Models.
CoRR
Kamrun Naher Keya, Rashidul Islam, Shimei Pan, Ian Stockwell, James R. Foulds
2020 J jnl
Neural Fair Collaborative Filtering.
CoRR
Rashidul Islam, Kamrun Naher Keya, Ziqian Zeng, Shimei Pan, James R. Foulds
2019 — conf
Scalable Collapsed Inference for High-Dimensional Topic Models.
NAACL-HLT (1)
Rashidul Islam, James R. Foulds
2018 J jnl
Bayesian Modeling of Intersectional Fairness: The Variance of Bias.
CoRR
James R. Foulds, Rashidul Islam, Kamrun Keya, Shimei Pan
2018 — conf
MPT: Multiple Parallel Tempering for High-Throughput MCMC Samplers.
SoCC
Morteza Hosseini, Rashidul Islam, Lahir Marni, Tinoosh Mohsenin
2017 Misc conf
A Scalable FPGA-Based Accelerator for High-Throughput MCMC Algorithms.
FCCM
Morteza Hosseini, Rashidul Islam, Amey M. Kulkarni, Tinoosh Mohsenin