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lower bound

248 papers

LB

Papers

Decoupled Variational Gaussian Inference NeurIPS 2014 Lower Bounds on the Performance of Polynomial-time Algorithms for Sparse Linear Regression COLT 2014 Low Rank Approximation Lower Bounds in Row-Update Streams NeurIPS 2014 On the Information Theoretic Limits of Learning Ising Models NeurIPS 2014 Optimal Regret Minimization in Posted-Price Auctions with Strategic Buyers NeurIPS 2014 The limits of squared Euclidean distance regularization NeurIPS 2014 Complexity Theoretic Lower Bounds for Sparse Principal Component Detection COLT 2013 Curvature and Optimal Algorithms for Learning and Minimizing Submodular Functions NeurIPS 2013 Information-theoretic lower bounds for distributed statistical estimation with communication constraints NeurIPS 2013 On the Complexity of Bandit and Derivative-Free Stochastic Convex Optimization COLT 2013 Open Problem: Lower bounds for Boosting with Hadamard Matrices COLT 2013 Safe Policy Iteration ICML 2013 Attribute-Efficient Learning andWeight-Degree Tradeoffs for Polynomial Threshold Functions COLT 2012 Computational Bounds on Statistical Query Learning COLT 2012 Query Complexity of Derivative-Free Optimization NeurIPS 2012 Lower Bounds for Passive and Active Learning NeurIPS 2011 Minimax Localization of Structural Information in Large Noisy Matrices NeurIPS 2011 Randomized Algorithms for Comparison-based Search NeurIPS 2011 Lower Bounds on Rate of Convergence of Cutting Plane Methods NeurIPS 2010 Information-theoretic lower bounds on the oracle complexity of convex optimization NeurIPS 2009 Near-optimal Regret Bounds for Reinforcement Learning NeurIPS 2008 Learning a Hidden Hypergraph JMLR 2006 Lower Bounds and Aggregation in Density Estimation JMLR 2006