University of Massachusetts
Manning College of Information and Computer Sciences
With 2021 drawing to a close, we would like to take a moment to recognize the wealth of machine learning research produced by the UMass Manning College of Information and Computer Sciences (CICS). This retrospective provides a brief summary of many (not all) of the machine learning papers published by students and/or faculty in CICS. You can browse papers by their name in the index below, or can just scroll through to get a sense for all of the work that we are doing!
[ICML 2021] Towards Practical Mean Bounds for Small Samples.
[NeurIPS 2021] Universal Off-Policy Evaluation.
[NeurIPS 2021] SOPE: Spectrum of Off-Policy Estimators.
[NeurIPS 2021] Coresets for Classification – Simplified and Strengthened.