116 citations · 495 across the 29 of their papers we have counts for
Showing 2016Show all
3 papers · 1 filter
cs.AI2016★ 5 cited
Solving Marginal MAP Problems with NP Oracles and Parity Constraints
Yexiang Xue, Zhiyuan Li, Stefano Ermon +2
Arising from many applications at the intersection of decision making and machine learning, Marginal Maximum A Posteriori (Marginal MAP) Problems unify the two main classes of infe…
cs.AI2016★ 9 cited
Phase-Mapper: An AI Platform to Accelerate High Throughput Materials Discovery
Yexiang Xue, Junwen Bai, Ronan Le Bras +8
High-Throughput materials discovery involves the rapid synthesis, measurement, and characterization of many different but structurally-related materials. A key problem in materials…
cs.LG2016★ 5 cited
Deep Multi-Species Embedding
Di Chen, Yexiang Xue, Shuo Chen +2
Understanding how species are distributed across landscapes over time is a fundamental question in biodiversity research. Unfortunately, most species distribution models only targe…