16 citations · 32 across the 13 of their papers we have counts for
4 papers · 1 filter
Fine-grained prediction of food insecurity using news streams
Ananth Balashankar, Lakshminarayanan Subramanian, Samuel P. Fraiberger
Anticipating the outbreak of a food crisis is crucial to efficiently allocate emergency relief and reduce human suffering. However, existing food insecurity early warning systems r…
Muzeel: A Dynamic JavaScript Analyzer for Dead Code Elimination in Today's Web
Tofunmi Kupoluyi, Moumena Chaqfeh, Matteo Varvello +3
JavaScript contributes to the increasing complexity of today's web. To support user interactivity and accelerate the development cycle, web developers heavily rely on large general…
The case for model-driven interpretability of delay-based congestion control protocols
Muhammad Khan, Yasir Zaki, Shiva Iyer +5
Analyzing and interpreting the exact behavior of new delay-based congestion control protocols with complex non-linear control loops is exceptionally difficult in highly variable ne…
DICE: Deep Significance Clustering for Outcome-Aware Stratification
Yufang Huang, Kelly M. Axsom, John Lee +2
We present deep significance clustering (DICE), a framework for jointly performing representation learning and clustering for "outcome-aware" stratification. DICE is intended to ge…