Robustifying likelihoods by optimistically re-weighting data

Miheer Dewaskar, Christopher Tosh, Jeremias Knoblauch +1

Likelihood-based inferences have been remarkably successful in wide-spanning application areas. However, even after due diligence in selecting a good model for the data at hand, th…