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lower bound

173 papers

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LB

Co-occurring keywords

sample complexity (1169) convex optimization (1321) learning theory (519) differential privacy (1016) statistical query (50) multi-armed bandit (1098) regret bound (1926) computational complexity (399) query complexity (183) oracle complexity (65)

Papers

Tight (Lower) Bounds for the Fixed Budget Best Arm Identification Bandit Problem COLT 2016
High Confidence Policy Improvement ICML 2015
Regularization Path of Cross-Validation Error Lower Bounds NIPS 2015
A Lower Bound for the Optimization of Finite Sums ICML 2015
On the Complexity of Learning with Kernels COLT 2015
Low Rank Approximation Lower Bounds in Row-Update Streams NIPS 2014
On the Information Theoretic Limits of Learning Ising Models NIPS 2014
Lower Bounds on the Performance of Polynomial-time Algorithms for Sparse Linear Regression COLT 2014
The limits of squared Euclidean distance regularization NIPS 2014
Decoupled Variational Gaussian Inference NIPS 2014
Complexity Theoretic Lower Bounds for Sparse Principal Component Detection COLT 2013
Information-theoretic lower bounds for distributed statistical estimation with communication constraints NIPS 2013
Open Problem: Lower bounds for Boosting with Hadamard Matrices COLT 2013
On the Complexity of Bandit and Derivative-Free Stochastic Convex Optimization COLT 2013
Safe Policy Iteration ICML 2013
Query Complexity of Derivative-Free Optimization NIPS 2012
Attribute-Efficient Learning andWeight-Degree Tradeoffs for Polynomial Threshold Functions COLT 2012
Computational Bounds on Statistical Query Learning COLT 2012
Lower Bounds for Passive and Active Learning NIPS 2011
Lower Bounds on Rate of Convergence of Cutting Plane Methods NIPS 2010
Information-theoretic lower bounds on the oracle complexity of convex optimization NIPS 2009
Lower Bounds and Aggregation in Density Estimation JMLR 2006
Learning a Hidden Hypergraph JMLR 2006