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03/19/2021
QROSS: QUBO Relaxation Parameter Optimisation via Learning Solver Surrogates
An increasingly popular method for solving a constrained combinatorial o...
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03/10/2018
A Minimax Surrogate Loss Approach to Conditional Difference Estimation
We present a new machine learning approach to estimate personalized trea...
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10/22/2015
Cascaded High Dimensional Histograms: A Generative Approach to Density Estimation
We present tree- and list- structured density estimation methods for hig...
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03/13/2014
