LIONS - Laboratory for Information and Inference Systems
14:09Faster Coordinate Descent via Adaptive Importance Sampling. 20th International Conference on Artifcial Intelligence and Statistics (AISTATS) 2017,, Fort Lauderdale, Florida, USA, April 20-22, 2017..
02:49Sketchy Decisions: Convex Low-Rank Matrix Optimization with Optimal Storage. 20th International Conference on Artificial Intelligence and Statistics (AISTATS2017), Fort Lauderdale, Florida, USA, April 20-22, 2017.
17:04How little does non-exact recovery help in group testing? IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, March 2017.
17:50An Efficient Streaming Algorithm for the Submodular Cover Problem. The Thirtieth Annual Conference on Neural Information Processing Systems (NIPS).
12:34Stochastic Three-Composite Convex Minimization. 30th Conference on Neural Information Processing Systems (NIPS2016), Barcelona, Spain, December 5-10, 2016.
14:38A single-phase, proximal path-following framework, submitted to Mathematics of Operations Research, 2016.
17:48Randomized Single-View Algorithms for Low-Rank Matrix Approximation, 2016.
11:47Truncated Variance Reduction: A Unified Approach to Bayesian Optimization and Level-Set Estimation. Conference on Neural Information Processing Systems (NIPS), Barcelona, December 5-10, 2016.
15:27Convex block-sparse linear regression with expanders - provably. The 19th International Conference on Artificial Intelligence and Statistics (AISTATS 2016), Cadiz, Spain, May 7-11, 2016.
12:34Composite convex minimization involving self-concordant-like cost functions. Modelling, Computation and Optimization in Information Systems and Management Sciences (MCO 2015), Metz, France, May 11-13, 2015.