Exploring Machine Learning Needs Mathematical Optimization With Prof Misener

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  • Abstract: We give a tour through some random forests (RF) and, review
  • Abstract: With widespread use of
  • Title: Tactical Planning under Imperfect Information: A Fast Matheuristic for Two-Stage Stochastic Programs Through Supervised ...
  • Abstract: As automated data analysis supplements and even replaces human supervision in consequential decision-making (e.g., ...
  • Abstract: We propose a new diffusion-asymptotic analysis for sequentially randomized experiments. Rather than taking sample ...

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Abstract. This work develops a class of relaxations in between the big-M and Learn why Abstract: Bayesian Networks (BNs) represent conditional probability relations among a set of random variables (nodes) in the form ... Abstract: Given a problem (P) and a parametrised algorithm A for solving instances of (P), the Algorithm Configuration Problem ...

Machine Learning NeEDS Mathematical Optimization

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