Selected Papers

  1. Carey (PhD thesis) Graph Construction for Manifold Discovery School of Information and Computer Sciences, University of Massachusetts - Amherst. May, 2017.
  2. Carey (dissertation proposal) Graph Construction for Manifold Discovery School of Information and Computer Sciences, University of Massachusetts - Amherst. May, 2015.
  3. Boucher, Carey, Mahadevan, and Dyar Aligning Mixed Manifolds AAAI 2015: Twenty-Ninth Conference on Artificial Intelligence. January, 2015.
  4. Carey and Mahadevan Manifold Spanning Graphs AAAI 2014: Twenty-Eighth Conference on Artificial Intelligence. July, 2014.
  5. Vu, Carey, and Mahadevan Manifold Warping: Manifold Alignment over Time AAAI 2012: Twenty-Sixth Conference on Artificial Intelligence. July, 2012.

Miscellaneous Publications

  1. Boucher, Carey, Dyar, Mahadevan, Clegg, and Wiens Manifold preprocessing for laser-induced breakdown spectroscopy under Mars conditions Journal of Chemometrics. 2015.
  2. Carey, Boucher, Mahadevan, Bartholomew, and Dyar Machine learning tools for mineral recognition and classification from Raman spectroscopy Journal of Raman Spectroscopy. 2015.
  3. Carey, Boucher, Giguere, Mahadevan, and Dyar Automatic Whole-Spectrum Matching Proceedings of the 5th IJCAI Workshop on Artificial Intelligence in Space. July, 2015.
  4. Giguere, Carey, Boucher, Mahadevan, and Dyar An Optimization Perspective on Baseline Removal for Spectroscopy Proceedings of the 5th IJCAI Workshop on Artificial Intelligence in Space. July, 2015.
  5. Boucher, Carey, Giguere, Mahadevan, Dyar, Clegg, and Wiens Manifold Learning for Regression of Mars Spectra Proceedings of the 5th IJCAI Workshop on Artificial Intelligence in Space. July, 2015.
  6. McCanta, Dyar, Carey, Mahadevan, Lanzirotti, and Sutton Preliminary Calibration for Measuring Ferric Iron in Silicate Glasses: A Mossbauer and X-Ray Absorption Spectroscopy Study 46th Lunar and Planetary Science Conference (LPSC). March, 2015.
  7. Diamond, Cai, Boudreau, Carey, Lyle, Pappu, Swamidass, Bissell, Piwnica-Worms, and Shao Subcellular Localization and Ser-137 Phosphorylation Regulate Tumor-Suppressive Activity of Profilin-1 Journal of Biological Chemistry. February, 2015.
  8. Vilk, Carey, Ng, and Berger The Doppio JVM: Building a Complete Language in the Browser UMass CS Tech Report UM-CS-2013-011.