Spring 2014 Schedule (2 pm Monday in RTH 320)

• 7 April 2014

A. Gionis, P. Indyk, R. Motwani, Similarity search in high dimensions via hashing, Proc. VLDB conference, 1999.

Discussion Leader: Kartik Audhkhasi

• 24 Feb 2014

Y. LeCun, Learning invariant feature hierarchies, Workshop on Learning Data Representation: Hierarchies and Invariances, Nov 2013.

Y. LeCun, K. Kavukcuoglu, C. Farabet, Convolutional neural networks and appplications in vision, IEEE International Symposium on Circuits and Systems, pp. 253-256, 2010.

Discussion Leader: Kartik Audhkhasi

• 10 Feb 2014

S. Saria, D. Koller, and A. Penn, Discovering shared and individual latent structure in multiple time series, Technical Report, Computer Science Department, Stanford University, arXiv:1008.2028 [stat.ML].

S. Kim, P. G. Georgiou, and S. S. Narayanan, Latent acoustic topic models for unstructured audio classification, APSIPA Transactions on Signal and Information Processing, vol. 1, December 2012.

Discussion Leader: Ruchir Travadi

• 27 Jan 2014

M. Aharon, M. Elad, and A. Bruckstein, K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation, IEEE Transactions on Signal Processing, vol. 54, no. 11, pp. 4311-4322, 2006.

Discussion Leader: Dr. Tanaya Guha