Gap Filling of High-Resolution Soil Moisture for SMAP/Sentinel-1: A Two-layer Machine Learning-based Framework with Spatial/Temporal Transfer Learning, Hanzi Mao, Dhruva Kathuria, Nick Duffield, Binayak P. Mohanty, eartharxiv.org/ce865
My appointment as Director of the Texas A&M Institute of Data Science has been announced
NSF Award EAGER: Real-Time: Learning-Mediated Control for Traffic Shaping, PI N. Duffield, Co-PI’s, K. Narayanan, S. Shakkottai, A. Talebpour, $300,000, 10/1/2018-9/30/2020
A Semi-Supervised and Inductive Embedding Model for Churn Prediction of Large-Scale Mobile Games, by Xi Liu, Muhe Xie, Xidao Wen, Rui Chen, Yong Ge, Nick Duffield, and Na Wang, accepted to appear at ICDM 2018
- NSF Grant 1848596 Adaptive Sampling of Massive Graph Streams, PI N. Duffield, 09/01/2018 to 08/21/2020, $200,488
Our paper Sampling for Approximate Bipartite Network Projection by Nesreen Ahmed (Intel), Nick Duffield and Liangzhen Xia (Facebook) has been accepted to appear at IJCAI-ECAI-2018 (Acceptance rate 20%)
Preprint: Graph Reconstruction from Path Correlation Data by G. Berkolaiko (Texas A&M Mathematics), N. Duffield, M. Ettehad (Texas A&M Mathematics) and K. Manouskais (Vencore Labs)
Congratulations to PhD student Hanzi Mao who will intern as a Data Scientist at Pinterest this summer!
Congratulations to Liangzhen Xia who will be graduating with her MS this month. She will be joining Facebook in 2018.
A Graph Signal Processing Approach For Real-Time Traffic Prediction In Transportation Networks by Arman Hasanzadeh, Xi Liu, Nick Duffield, Krishna R. Narayanan, Byron Chigoy, 2017, submitted