Machine Learning Discussion Group Fall 2015
The Machine Learning Discussion Group (MLDG) is an informal group for discussing the latest work in the field of Machine Learning. We usually discuss a paper from a recent conference (NIPS, ICML, etc) each meeting.
This term (Fall 2015) we are meeting on Wednesdays at 4:15pm in Gates 405.
Schedule of papers
Feel free to volunteer for any available week!
|Date||Discussion Leader||Topic, Paper links|
|9 Sep 2015||Organizational Meeting|
|16 Sep 2015||Jake||http://mlg.eng.cam.ac.uk/pub/pdf/HouHusGha11a.pdf|
|23 Sep 2015||Daniel||Automatic differentiation in machine learning http://arxiv.org/abs/1502.05767|
|30 Sep 2015||Yiqing||Scalable Bayesian Optimization Using Deep Neural Networks http://machinelearning.wustl.edu/mlpapers/paper_files/icml2015_snoek15.pdf|
|7 Oct 2015||Tianze||Matrix Factorization|
|14 Oct 2015||Arzoo||Tutorial Deep Learning|
|21 Oct 2015||Nathan||An Empirical Exploration of Recurrent Network Architecture (http://jmlr.org/proceedings/papers/v37/jozefowicz15.pdf)|
|28 Oct 2015||Jack||Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift (http://arxiv.org/pdf/1502.03167.pdf)|
|4 Nov 2015||Ashudeep||Inference of Cause and Effect with Unsupervised Inverse Regression (http://jmlr.org/proceedings/papers/v38/sgouritsa15.pdf)|
|11 Nov 2015||Dylan||Multiplicative weights method survey|
|18 Nov 2015||Vlad||Discriminative clustering and applications ("A convex relaxation for weakly supervised relation extraction." http://www.di.ens.fr/~grave/papers/grave2014convex.pdf)|
|25 Nov 2015||None||Thanksgiving Break|
|2 Dec 2015||Yixuan||Work in Progress|
Who attends the MLDG?
The group is mainly attended by graduate students. The organizers this term are Arzoo Katiyar and Moontae Lee. Suggestions for topics or papers to discuss may be sent to the mailing list and are always welcome.
How do I get involved?
Want to check out MLDG? Stop by any Wednesday. You can also sign yourself up for the mldg mailing list, email@example.com. You can join the list by sending an email with subject "join" (no quotes) to firstname.lastname@example.org.
Archive of previous MLDG pages
- Machine Learning Discussion Group Fall 2015
- Machine Learning Discussion Group Spring 2015
- Machine Learning Discussion Group Fall 2014
- Machine Learning Discussion Group Fall 2012 - Fall 2013
- Machine Learning Discussion Group Spring 2012
- Machine Learning Discussion Group Fall 2011
- Machine Learning Discussion Group Spring 2011
- Machine Learning Discussion Group Fall 2010