Publications

Machine learning

C. Malon and B. Bai. “Answer Extraction by Recursive Parse Tree Descent.” Proceedings of the Workshop on Continuous Vector Space Models and their Compositionality, ACL 2013, 110-118 (link, preprint, data set).

C. Malon and E. Cosatto. “Classification of Mitotic Figures with Convolutional Neural Networks and Seeded Blob Features.” J. Pathology Informatics 4 (9) (2013) (link)

P.-F. Laquerre and C. Malon. “NECLA at the Medical Natural Language Processing Pilot Task (MedNLP). ” Proceedings of the 10th NTCIR Conference, 2013 (link).

E. Cosatto, P.-F. Laquerre, C. Malon, H. P. Graf, A. Saito, T. Kiyuna, A. Marugame, and K. Kamijo. “Automated gastric cancer diagnosis on H&E-stained sections; training a classifier on a large scale with multiple instance machine learning.” Proceedings of SPIE Medical Imaging, Digital Pathology 8676 (2013) (link, preprint).

C. Malon, B. Bai, and K. S. Hasan. “Slot-Filling by Substring Extraction at TAC KBP 2012 (Team Papelo). ” NIST Text Analysis Conference (TAC) 2012 (preprint).

C. Malon, E. Brachtel, E. Cosatto, H. P. Graf, A. Kurata, M. Kuroda, J. S. Meyer, and A. Saito. “Mitotic figure recognition: Agreement among pathologists and computerized detector.” Analytical Cellular Pathology 35 (2) (2012) (link, preprint).

M. Ogura, A. Saito, H.P. Graf, E. Cosatto, C. Malon, A. Marugame, T. Kiyuna, Y. Yamashita, and M. Fukumoto. “The e-Pathologist Cancer Diagnosis Assistance System for Gastric Biopsy Tissues (abstract).” Analytical Cellular Pathology 34 (4) (2011) (link).

C. Malon and E. Cosatto. “Dynamic radial contour extraction by splitting homogeneous areas. ” Computer Analysis of Image and Patterns, LNCS 6854 (2011), (link).

C. Malon, M. Miller, H. C. Burger, E. Cosatto, and H. P. Graf. “Identifying Histological Elements with Convolutional Neural Networks.” ACM CSTST 2008 Workshop on Computational Intelligence in Medical Imaging, 450--456 (link, preprint).

C. Malon, S. Uchida, and M. Suzuki. “Mathematical Symbol Recognition with Support Vector Machines.” Pattern Recognition Letters 29 (9), 1326-1332 (link, preprint).

C. Malon, S. Uchida, and M. Suzuki. “Separation of Touching Characters Using DP Matching.” IEICE Pattern Recognition and Machine Understanding, Okayama 2007, PRMU 2006-237, 13-18 (link).

Combinatorics, Probability, and Computing

C. Malon and I. Pak. “Percolation on Finite Cayley Graphs.” Combinatorics, Probability, and Computing 15 (2006), 571-588 (link, preprint).

D. Goldberg, M. Bern, and C. Malon. “A Global Approach to Automatic Solution of Jigsaw Puzzles.” Computational Geometry 28 (2004), 165-174. (link, preprint).

P. Dreyer, C. Malon, and J. Nesetril. “Universal H-Colorable Graphs Without a Given Configuration.” Discrete Mathematics 250 (2002), 245-252. (link, preprint).

Representation theory

C. Malon. “The p-adic Local Langlands Conjecture.” Ph.D. Thesis, Massachusetts Institute of Technology, 2005 (link) Adivsor: David Vogan.