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- | ===== About ===== | ||
- | {{:sidaw2012.png?300|}} | ||
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- | I am a PhD student in the computer science department at Stanford University. | ||
- | I am advised by Prof. [[http://nlp.stanford.edu/~manning/|Chris Manning]] and I am part of the [[http://nlp.stanford.edu/|NLP group]]. | ||
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- | In 2011, I obtained my Bachelor of Applied Sciences in [[http://www.engsci.utoronto.ca/|Engineering Science]] majoring in Computer Engineering at the University of Toronto, where my thesis was advised by Prof. [[http://www.cs.toronto.edu/~hinton/|Geoff Hinton]]. | ||
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- | You can get to me by email: sidaw [AT] cs.stanford.edu. Or by walking into my office: | ||
- | [[https://www.google.com/calendar/embed?src=sidawang88%40gmail.com&ctz=America/Los_Angeles|Calendar]] | ||
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- | ===== Research interests ===== | ||
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- | Machine learning, NLP and related things. | ||
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- | See details on current & past projects on my [[http://www.stanford.edu/~sidaw/cgi-bin/doku/doku.php | research wiki]], all materials are publicly available unless requested by my collaborators. | ||
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- | ===== Publications ===== | ||
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- | Sida Wang and Chris Manning, //Fast dropout training//, International Conference on Machine Learning 2013 | ||
- | \\ [{{:papers:icmldropout.pdf| paper}}] [{{| talk slides}}] ++[bib]| | ||
- | \\ @inproceedings{sidaw13icml, | ||
- | \\ author = {Sida Wang and Chris Manning}, | ||
- | \\ title = {Fast dropout training}, | ||
- | \\ year = {2013}, | ||
- | \\ booktitle = {In Proceedings of the ICML}, | ||
- | \\ } | ||
- | ++ | ||
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- | Sida Wang and Chris Manning, //Fast dropout training for logistic regression//, Neural Information Processing Systems 2012 workshop on log-linear models | ||
- | \\ [{{:papers:fastdropout.pdf| extended abstract}}] [{{:papers:fastdropouttalk.pdf| talk slides}}] | ||
- | [{{http://techtalks.tv/talks/fast-deterministic-dropout-training/57874/|Video}}] ++[bib]| | ||
- | \\ @inproceedings{sidaw12NIPSWS, | ||
- | \\ author = {Sida Wang and Chris Manning}, | ||
- | \\ title = {Fast dropout training for logistic regression}, | ||
- | \\ year = {2012}, | ||
- | \\ booktitle = {NIPS workshop on log-linear models}, | ||
- | \\ } | ||
- | ++ | ||
- | \\ | ||
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- | Sida Wang and Chris Manning, //Baselines and Bigrams: Simple, Good Sentiment and Text Classification//, | ||
- | Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics | ||
- | \\ [{{:papers:compareacl.pdf| PDF}}] [//[[projects:nbsvm|Code/Data]]//] ++[bib]| | ||
- | \\ @inproceedings{sidaw12acls, | ||
- | \\ author = {Sida Wang and Christopher Manning}, | ||
- | \\ booktitle = {Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL 2012)}, | ||
- | \\ title = {Baselines and Bigrams: Simple, Good Sentiment and Topic Classification}, | ||
- | \\ year = {2012}, | ||
- | \\ booktitle = {ACL (2)}, | ||
- | \\ pages = {90-94}, | ||
- | \\ } | ||
- | ++ | ||
- | \\ | ||
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- | Geoffrey Hinton, Alex Krizhevsky and Sida Wang, //Object Recognition using Capsules//, International Conference on Artificial Neural Networks 2011 | ||
- | [{{:papers:transauto3.pdf|PDF}}] ++[bib]| | ||
- | \\ @inproceedings{HintonKW11, | ||
- | \\ author = {Geoffrey E. Hinton and | ||
- | \\ Alex Krizhevsky and | ||
- | \\ Sida D. Wang}, | ||
- | \\ title = {Transforming Auto-Encoders}, | ||
- | \\ booktitle = {ICANN (1)}, | ||
- | \\ year = {2011}, | ||
- | \\ pages = {44-51}, | ||
- | \\ } | ||
- | ++ | ||
- | ==== Thesis and other projects ==== | ||
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- | Sida Wang, //Learning to extract parameterized features by predicting transformed images//, Undergraduate Thesis {{:papers:thesis.pdf|PDF}} | ||
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- | [[resource|Resources]] | ||
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- | [[http://www.stanford.edu/~sidaw/projects/default.html|Older Projects]] |