Jana Doppa

Decision-Making from Offline Datasets · Conformal Prediction and Uncertainty Quantification · Robust Machine Learning · Machine Learning for Combinatorial Optimization · AI for Science and Engineering · Machine Learning for Computing Systems · Machine Learning for Sustainability Applications · Bayesian Optimization and Adaptive Experimental Design · Sequential Decision-Making Under Uncertainty · Learning for Heuristic Search · Structured Prediction · Natural language processing · Computer Vision