Published in Energy and AI, 2025
A two-level clustering framework for electric vehicle driving and charging patterns.
Recommended citation: Balaram, D., Dufford, B., Martin, S., Negoita, G. A., Yen, M., & Paxton, W. A. (2025). Graph-based two-level clustering for electric vehicle usage patterns. Energy and AI, 100539. doi: 10.1016/j.egyai.2025.100539.
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Published in T4E 2023, 2023
The study investigates the effectiveness of Peer Teaching in promoting individualized learning and enhancing students’ foundational numeracy outcomes
Recommended citation: Daniel, A., Narayanan, P. and Balaram, D. (2023) ‘Promoting Individualized Learning: The Effectiveness of Peer Teaching Pedagogy’. International Conference on Technology 4 Education (T4E) 2023 (T4E), Zenodo, pp. 65–71. doi: 10.5281/zenodo.14799441.
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Published in NeurIPS WiML, 2022
Fine-grained zero-shot learning for fashion classification using prompt-engineered vision-language models.
Recommended citation: Balaram, D., Nokleby, M., Ramanathan, T., Gupta, A. The Role of Expert-driven Prompt Engineering. NeurIPS 2022 WiML.
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