Portfolio item number 1
Short description of portfolio item number 1
Posts by Collection
portfolio
Portfolio item number 2
Short description of portfolio item number 2
publications
What Can Nighttime Lights Tell Us about Bangladesh?
2020 IEEE Region 10 Symposium (TENSYMP), 2020
In this paper, we study the usability of nighttime lights as an economic proxy to monitor factors related to sustainable development in Bangladesh.
Recommended citation: Wahed, M., Rizvee, R. A., Haque, R. R., Ali, A. M., Zaber, M., & Ali, A. A. (2020, June). What Can Nighttime Lights Tell Us about Bangladesh?. In 2020 IEEE Region 10 Symposium (TENSYMP) (pp. 1612-1615). IEEE. https://ieeexplore.ieee.org/abstract/document/9230806
The De-democratization of AI: Deep Learning and the Compute Divide in Artificial Intelligence Research
arXiv preprint, 2020
In this paper, we used Causal Inference methodologies and NLP (text extraction, topic modeling) on a novel dataset (273000 peer-reviewed articles from 63 top CS conferences) to examine the top knowledge-producing organizations in AI. Media Coverages: VentureBeat, Scientific American, Axios, Marginal Revolution Cited by: National Security Commission on Artificial Intelligence, Stanford AI Index-2021
Recommended citation: Ahmed, N., & Wahed, M. (2020). The De-democratization of AI: Deep Learning and the Compute Divide in Artificial Intelligence Research. arXiv preprint arXiv:2010.15581. https://arxiv.org/abs/2010.15581
SAUCE: Truncated Sparse Document Signature Bit-Vectors for Fast Web-Scale Corpus Expansion
Proceedings of the 30th ACM International Conference on Information and Knowledge Management (CIKM ’21), 2021
In this paper, we use bit-vector document representation for corpus expansion, resulting in a reduction of memory footprint by 24%, retrieval of 6.8% more rare terms, and a reduction of query execution time by 78%.
Recommended citation: Muntasir Wahed, Daniel Gruhl, Alfredo Alba, Anna Lisa Gentile, Petar Ristoski, Chad Deluca, Steve Welch, and Ismini Lourentzou. 2021. SAUCE: Truncated Sparse Document Signature Bit-Vectors for Fast Web-Scale Corpus Expansion. In Proceedings of the 30th ACM International Conference on Information and Knowledge Management (CIKM ’21), November 1–5, 2021, Virtual Event, QLD, Australia. ACM, New York, NY, USA, 11 pages. https://doi.org/10.1145/3459637.3481950 https://arxiv.org/abs/2108.11948
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.