5 citations · 8 across the 8 of their papers we have counts for
9 papers
LiME: Lightweight Mixture of Experts for Efficient Multimodal Multi-task Learning
Md Kowsher, Haris Mansoor, Nusrat Jahan Prottasha +4
MoE-PEFT methods combine Mixture of Experts with parameter-efficient fine-tuning for multi-task adaptation, but require separate adapters per expert causing trainable parameters to…
Breaking the Euclidean Barrier: Hyperboloid-Based Biological Sequence Analysis
Sarwan Ali, Haris Mansoor, Murray Patterson
Genomic sequence analysis plays a crucial role in various scientific and medical domains. Traditional machine-learning approaches often struggle to capture the complex relationship…
Computing Gram Matrix for SMILES Strings using RDKFingerprint and Sinkhorn-Knopp Algorithm
Sarwan Ali, Haris Mansoor, Prakash Chourasia +2
In molecular structure data, SMILES (Simplified Molecular Input Line Entry System) strings are used to analyze molecular structure design. Numerical feature representation of SMILE…
MIK: Modified Isolation Kernel for Biological Sequence Visualization, Classification, and Clustering
Sarwan Ali, Prakash Chourasia, Haris Mansoor +2
The t-Distributed Stochastic Neighbor Embedding (t-SNE) has emerged as a popular dimensionality reduction technique for visualizing high-dimensional data. It computes pairwise simi…
Position Specific Scoring Is All You Need? Revisiting Protein Sequence Classification Tasks
Sarwan Ali, Taslim Murad, Prakash Chourasia +4
Understanding the structural and functional characteristics of proteins are crucial for developing preventative and curative strategies that impact fields from drug discovery to po…
Impact Of Missing Data Imputation On The Fairness And Accuracy Of Graph Node Classifiers
Haris Mansoor, Sarwan Ali, Shafiq Alam +3
Analysis of the fairness of machine learning (ML) algorithms recently attracted many researchers' interest. Most ML methods show bias toward protected groups, which limits the appl…
Market Model for Demand Response under Block Rate Pricing
Haris Mansoor, Naveed Arshad
Renewable sources are taking center stage in electricity generation. However, matching supply with demand in a renewable-rich system is a difficult task due to the intermittent nat…
Fair Allocation Based Soft Load Shedding
Sarwan Ali, Haris Mansoor, Imdadullah Khan +3
Renewable sources are taking center stage in electricity generation. Due to the intermittent nature of these renewable resources, the problem of the demand-supply gap arises. To so…
Short-Term Load Forecasting Using AMI Data
Haris Mansoor, Sarwan Ali, Imdadullah Khan +3
Accurate short-term load forecasting is essential for the efficient operation of the power sector. Forecasting load at a fine granularity such as hourly loads of individual househo…