no code implementations • 30 Aug 2021 • Zhaojun Wang, Amanda M. Countryman, James J. Corbett, Mandana Saebi
The Gini coefficient of 0. 66 shows the inequality in risk changes relative to income levels among regions, but risk reductions across all nations vary without particularly high risks for SIDS and LDCs than for large economies.
no code implementations • 30 Aug 2021 • Zhaojun Wang, Mandana Saebi, Erin K. Grey, James J. Corbett
The Mediterranean Sea is one of the most heavily invaded marine regions.
no code implementations • 21 Jun 2021 • Mandana Saebi, Ernest Pusateri, Aaksha Meghawat, Christophe Van Gysel
High-quality automatic speech recognition (ASR) is essential for virtual assistants (VAs) to work well.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +4
no code implementations • Findings of the Association for Computational Linguistics 2020 • Chuxu Zhang, Lu Yu, Mandana Saebi, Meng Jiang, Nitesh Chawla
Multi-hop relation reasoning over knowledge base is to generate effective and interpretable relation prediction through reasoning paths.
no code implementations • 12 Mar 2020 • Mandana Saebi, Steven Krieg, Chuxu Zhang, Meng Jiang, Nitesh Chawla
Path-based relational reasoning over knowledge graphs has become increasingly popular due to a variety of downstream applications such as question answering in dialogue systems, fact prediction, and recommender systems.
no code implementations • 15 Aug 2019 • Mandana Saebi, Giovanni Luca Ciampaglia, Lance M. Kaplan, Nitesh V. Chawla
Representation learning on networks offers a powerful alternative to the oft painstaking process of manual feature engineering, and as a result, has enjoyed considerable success in recent years.
1 code implementation • 27 Dec 2017 • Jian Xu, Mandana Saebi, Bruno Ribeiro, Lance M. Kaplan, Nitesh V. Chawla
A major branch of anomaly detection methods relies on dynamic networks: raw sequence data is first converted to a series of networks, then critical change points are identified in the evolving network structure.
Social and Information Networks Physics and Society