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stat.ML2022★ 2 cited
Scalable Bigraphical Lasso: Two-way Sparse Network Inference for Count Data
Sijia Li, Martín López-García, Neil D. Lawrence +1
Classically, statistical datasets have a larger number of data points than features (). The standard model of classical statistics caters for the case where data points are…
stat.ML2020
Discussion of Kallus (2020) and Mo, Qi, and Liu (2020): New Objectives for Policy Learning
Sijia Li, Xiudi Li, Alex Luedtke
We discuss the thought-provoking new objective functions for policy learning that were proposed in "More efficient policy learning via optimal retargeting" by Nathan Kallus and "Le…