Niloofar Yousefi

1. Local Rademacher Complexity-based Learning Guarantees for Multi-Task Learning
   2016/02/18 by Niloofar Yousefi, Yunwen Lei, Yousefi, Niloofar +7 · 2 citations
   Computer Science · Engineering · #Machine Learning and Algorithms #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques
2. Parameter-Efficient Fine-Tuning of Large Language Models using Semantic Knowledge Tuning
   2024/10/11 by Nusrat Jahan Prottasha, Asif Mahmud, Prottasha, Nusrat Jahan +11 · 5 citations
   Computer Science · #Topic Modeling
3. FragXsiteDTI: Revealing Responsible Segments in Drug-Target Interaction with Transformer-Driven Interpretation
   2023/11/04 by Ali Khodabandeh Yalabadi, Yalabadi, Ali Khodabandeh, Mehdi Yazdani-Jahromi +9 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Protein Structure and Dynamics
4. LLM-Mixer: Multiscale Mixing in LLMs for Time Series Forecasting
   2024/10/15 by Md. Kowsher, Md. Shohanur Islam Sobuj, Kowsher, Md +9 · 1 citation
   Computer Science · Economics, Econometrics and Finance · #Time Series Analysis and Forecasting #Complex Systems and Time Series Analysis
5. RoCoFT: Efficient Finetuning of Large Language Models with Row-Column Updates
   2024/10/14 by Md. Kowsher, Tara Esmaeilbeig, Kowsher, Md +8 · 1 citation
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
6. BRIDGE: Bottleneck-Aware Regulator-Set Inference and Diagnosis for Cooperative Gene Regulatory Recovery
   2026/07/21 by Maryam Rahimimovassagh, Clayton Thomas Barham, Ivan Garibay +1
   #cs.LG
7. Adaptive Multi-Expert Graph Transformer for Interpretable EEG-Based Diagnostics
   2026/07/20 by Maryam Rahimimovassagh, Md Elias Hossain, Ivan Garibay +1
   #cs.LG