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lecture
Divide and Conquer Kernel Ridge Regression
as author at 26th Annual Conference on Learning Theory (COLT), Princeton 2013,
4140 views
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lecture
Lower bounds on the performance of polynomial-time algorithms for sparse linear regression
as author at 27th Annual Conference on Learning Theory (COLT), Barcelona 2014,
3049 views
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lecture
DiSCO: Distributed Optimization for Self-Concordant Empirical Loss
as author at 32nd International Conference on Machine Learning (ICML), Lille 2015,
1877 views
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lecture
Distributed Estimation of Generalized Matrix Rank: Efficient Algorithms and Lower Bounds
as author at 32nd International Conference on Machine Learning (ICML), Lille 2015,
1715 views
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lecture
Stochastic Primal-Dual Coordinate Method for Regularized Empirical Risk Minimization
as author at 32nd International Conference on Machine Learning (ICML), Lille 2015,
1622 views
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Springer,
