Alec Peltekian

According to our database, Alec Peltekian authored at least 6 papers between 2021 and 2024.

Collaborative distances:

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

2024

Simultaneously improving accuracy and computational cost under parametric constraints in materials property prediction tasks.

Vishu Gupta, Youjia Li, Alec Peltekian, Muhammed Nur Talha Kilic, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal

J. Cheminformatics, December, 2024

Enhancing Deep Neural Network Classification Performance Through Novel Weight Initialization: t-SNE Supported Walsh Matrix Approach.

Muhammed Nur Talha Kilic, Vishu Gupta, Yuwei Mao, Kewei Wang, Alec Peltekian, Alok N. Choudhary, Wei-keng Liao, Ankit Agrawal

Proceedings of the International Conference on Machine Learning and Applications, 2024

2022

HAL-X: Scalable hierarchical clustering for rapid and tunable single-cell analysis.

James T. Anibal, Alexandre G. R. Day, Erol Bahadiroglu, Liam O'Neil, Long N. Phan, Alec Peltekian, Amir Erez, Mariana Kaplan, Grégoire Altan-Bonnet, Pankaj Mehta

PLoS Comput. Biol., October, 2022

2021

VieSum: How Robust Are Transformer-based Models on Vietnamese Summarization?

Hieu Nguyen, Long Phan, James T. Anibal, Alec Peltekian, Hieu Tran

CoRR, 2021

SciFive: a text-to-text transformer model for biomedical literature.

Long N. Phan, James T. Anibal, Hieu Tran, Shaurya Chanana, Erol Bahadroglu, Alec Peltekian, Grégoire Altan-Bonnet

CoRR, 2021

CoTexT: Multi-task Learning with Code-Text Transformer.

Long N. Phan, Hieu Tran, Daniel Le, Hieu Nguyen, James T. Anibal, Alec Peltekian, Yanfang Ye

CoRR, 2021