PPT-Supervised by

Author : min-jolicoeur | Published Date : 2015-11-12

Malabika Basu Michael Conlon MD SHAFIUZZAMAN KHAN KHADEM School of Electrical Engineering Systems Dublin Institute of Technology Republic of Ireland 15 February

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Supervised by: Transcript

Malabika Basu Michael Conlon MD SHAFIUZZAMAN KHAN KHADEM School of Electrical Engineering Systems Dublin Institute of Technology Republic of Ireland 15 February 2013 O. William Cohen. 1. Review – . Graph Algorithms so far….. PageRank and how to scale it up. Personalized PageRank/Random Walk with Restart and. how to implement it. how to use it for extracting part of a graph. Low-Resource Languages. Dan . Garrette. , Jason . Mielens. , and Jason . Baldridge. Proceedings of ACL 2013. Semi-Supervised Training. HMM with Expectation-Maximization (EM). Need:. Large . raw. corpus. Introductions . Name. Department/Program. If research, what are you working on.. Your favorite fruit.. How do you estimate P(. y|x. ) . Types of Learning. Supervised Learning. Unsupervised Learning. Semi-supervised Learning. Several slides from . Luke . Xettlemoyer. , . Carlos . Guestrin. and Ben . Taskar. Typical Paradigms of Recognition. Feature Computation. Model. Visual Recognition. Identification. Is this your car?. Ms. Marlin. Advanced Animal Science. SAE . SAE. What does this have to do with supervised agriculture experience?. Why might we need to know our career paths?. Objectives. Determine how the FFA enhance SAEs.. Xun. Jiao, . Abbas. . Rahimi. , . Balakrishnan. . Narayanaswamy. , . Hamed. . Fatemi. , Jose Pineda de . Gyvez. , Rajesh K. Gupta. UCSD, . NXP Semiconductors. Motivation. Variability causes timing errors. Classification. with Incomplete Class . Hierarchies. Bhavana Dalvi. ¶. *. , Aditya Mishra. †. , and William W. Cohen. *. ¶ . Allen Institute . for . Artificial Intelligence, . * . School Of Computer Science. I. ntended . as a . springboard. to elicit . your ideas. From these ideas, you develop a topic and then the Written Assignment. Ultimate Goal: That you produce . a good . Written Assignment with . an . Introduction. Labelled data. Unlabeled data. cat. dog. (Image of cats and dogs without labeling). Introduction. Supervised learning: . E.g. . : image, . : class. . labels. Semi-supervised learning: . System Log Analysis for Anomaly Detection. Shilin . He. ,. . Jieming. Zhu, . Pinjia. . He,. and Michael R. . Lyu. Department of Computer Science and Engineering, . The Chinese University of Hong Kong, Hong . Algorithms and Applications. Christoph F. . Eick. Department of Computer Science. University of Houston. Organization of the Talk. Motivation—why is it worthwhile generalizing machine learning techniques which are typically unsupervised to consider background information in form of class labels? . Follow. up - . months. Symptom. . Burden. Score. Abed . et al. ., JAMA 2013. AF symptom . severity. after . a supervised weight loss program and in a control group . Follow. up - . months. Symptom. Unsu. pervised . approaches . for . word sense disambiguation. Under the guidance of. Slides by. Arindam. . Chatterjee. &. Salil. Joshi. Prof. . Pushpak . Bhattacharyya. May 01, 2010. roadmap. Bird’s Eye View.. with Incomplete Class Hierarchies. Bhavana Dalvi. , Aditya Mishra, William W. Cohen. Semi-supervised Entity Classification. 2. Semi-supervised Entity Classification. Subset. 3. Disjoint. Semi-supervised Entity Classification.

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