TITLE: New Directions in Randomized Dimension Reduction for Modern Data Analysis SPEAKER: Farhad Pourkamali-Anaraki Postdoctoral Research Associate of Applied Mathematics at the University of Colorado-Boulder May 1, Anna Broido (CU-Boulder), "Scale-free networks are rare". Apr 24, Tracy Babb (CU-Boulder), Paper presentation of "Practical sketching algorithms for low-rank matrix approximation".Apr 17, NO TALK (New Stat Major Open House at our usual time (3:30 PM Newton Lab)).Apr 10, Nathaniel Mathews (CU-Boulder), Discussion of "Constrained Global Optimization of Expensive Black Box Functions Using Radial Basis Functions".Apr 3, Jean-Gabriel Young (Universite Laval), "Network archeology: phase transition in the recoverability of network history".Mar 21, Luca Trevisan (Berkeley), Bonus talk: "A Theory of Spectral Clustering".Mar 20, Ali Mousavi (Rice), "Data-Driven Computational Sensing".Mar 13, Mark Bun (Princeton), "Finding Structure in the Landscape of Differential Privacy".Mar 6, Antonio Blanca (Georgia Tech), "Efficient Sampling for Probabilistic Models".Feb 27, Michael Hughes (Harvard), "Discovering Disease Subtypes that Improve Treatment Predictions: Interpretable Machine Learning for Personalized Medicine".Feb 22, Genevieve Patterson (Microsoft Research), "Uncommon Sense: Using Neural Networks for Exploration and Creativity".Feb 13, Peter Shaffery (CU-Boulder), Presenting Simmons, Nelson, and Simonsohn's 2011 article "False Positive Psychology".Feb 6, Dan Zhang (CU-Boulder), Some Recent Results on Linear Programming Based Approximate Dynamic Programming.Jan 30, David Kozak (CO School of Mines), "Global Convergence of Online Limited Memory BFGS".Jan 23, Farhad Pourkamali-Anaraki (CU-Boulder), "New Directions in Randomized Dimension Reduction for Modern Data Analysis".
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