Exploring Machine Learning Needs Mathematical Optimization With Dr Bernardino Romera Paredes

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  • Abstract: Advances in
  • Abstract: The talk focuses on block coordinate decomposition methods when optimizating a finite sum of functions. Specifically, we ...
  • Title: Tactical Planning under Imperfect Information: A Fast Matheuristic for Two-Stage Stochastic Programs Through Supervised ...
  • Abstract: The inability of many “black box” prediction models to explain the decisions made, have been widely acknowledged.
  • Abstract: As automated data analysis supplements and even replaces human supervision in consequential decision-making (e.g., ...

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Machine Learning NeEDS Mathematical Optimization Machine Learning NeEDS Mathematical Optimization Abstract: We give a combinatorial algorithm to find a maximum packing of hypertrees in a capacitated hypergraph. Based on this ... Abstract: Adversarial

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