Maliha T Islam: Personal Website

Maliha T Islam

Hi! I'm a software engineer at Microsoft.
I graduated with a Master's in Computer Science from University of Massachusetts Amherst. I was advised by Prof. Alexandra Meliou and was also a part of the Database and Information Management Lab. I have a mixed research background in database management, algorithmic fairness, and machine learning.
Prior to joining UMass, I received my Bachelor's in Computer Science & Engineering from University of Dhaka in Bangladesh. My resume can be found here. I can be contacted at: malihaislam[at]microsoft[dot]com.

Current Updates

Courses Taken So Far:

COMPSCI 630: Systems [Spring 2022]
COMPSCI 685: Advanced Natural Language Processing [Fall 2021]
COMPSCI 611: Advanced Algorithms [Spring 2021]
COMPSCI 689: Machine Learning [Fall 2020]
COMPSCI 514: Algorithms for Data Science [Spring 2020]
COMPSCI 645: Database Design and Implementation [Spring 2020]
COMPSCI 682: Neural Networks: A Modern Introduction [Fall 2019]

Research:

My paper Through the Data Management Lens: Experimental Analysis and Evaluation of Fair Classification was accepted to SIGMOD 2022!

Synthesis project, on task specific visualizations aided by diversified data, is under works for submission.

Publications

[2022]

Maliha Tashfia Islam, Anna Fariha, and Alexandra Meliou: Through the Data Management Lens: Experimental Analysis and Evaluation of Fair Classification. SIGMOD, 2022. [extended technical report]

[2019]

Tahira Alam, Chowdhury Farhan Ahmed, Sabit Zahin, Muhammad Khan, and Maliha Tashfia Islam: An Effective Recursive Technique for Multi-class Classification and Regression for Imbalanced Data. IEEE Access, 2019. [pdf]

[2018]

Mohammad Fahim Arefin, Maliha Tashfia Islam, and Chowdhury Farhan Ahmed: Mining Sequential Correlation with a New Measure. Industrial Conference on Data Mining (ICDM), 2018. [pdf]

Maliha T Islam

Current Updates

Courses Taken So Far:

Research:

Publications

Additional Links