Continuous Optimization

Efficient Active Manifold Identification via Accelerated Iteratively Reweighted Nuclear Norm Minimization JMLR 2024 Efficient Algorithms for Empirical Group Distributionally Robust Optimization and Beyond ICML 2024 Efficient and Private Marginal Reconstruction with Local Non-Negativity NeurIPS 2024 Efficient Cost-Minimization Schemes for Electrical Energy Demand Satisfaction by Prosumers in Microgrids with Battery Storage Capabilities IJCAI 2024 Efficient Graph Laplacian Estimation by Proximal Newton AISTATS 2024 Efficient Joint Bemforming and Acoustic Echo Cancellation Structure for Conference Call Scenarios Interspeech 2024 Efficient Learning in Polyhedral Games via Best-Response Oracles AAAI 2024 Efficient Leverage Score Sampling for Tensor Train Decomposition NeurIPS 2024 Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank Bandits ICML 2024 Efficient Minimum Bayes Risk Decoding using Low-Rank Matrix Completion Algorithms NeurIPS 2024 Efficient Model-Based Concave Utility Reinforcement Learning through Greedy Mirror Descent AISTATS 2024 Efficient Nonparametric Tensor Decomposition for Binary and Count Data AAAI 2024 Efficient Pareto Manifold Learning with Low-Rank Structure ICML 2024 Efficient Sketches for Training Data Attribution and Studying the Loss Landscape NeurIPS 2024 Efficient Stochastic Approximation of Minimax Excess Risk Optimization ICML 2024 Enhancing Scalability of Metric Differential Privacy via Secret Dataset Partitioning and Benders Decomposition IJCAI 2024 Enhancing Sufficient Dimension Reduction via Hellinger Correlation ICML 2024 Entropic Gromov-Wasserstein Distances: Stability and Algorithms JMLR 2024 Error-aware Sampling in Adaptive Shells for Neural Surface Reconstruction IJCAI 2024 Estimating Barycenters of Distributions with Neural Optimal Transport ICML 2024 Estimating the Minimizer and the Minimum Value of a Regression Function under Passive Design JMLR 2024 Estimation of Sparse Gaussian Graphical Models with Hidden Clustering Structure JMLR 2024 Exploring Jacobian Inexactness in Second-Order Methods for Variational Inequalities: Lower Bounds, Optimal Algorithms and Quasi-Newton Approximations NeurIPS 2024 Exploring the Inefficiency of Heavy Ball as Momentum Parameter Approaches 1 IJCAI 2024 Extensive-Form Game Solving via Blackwell Approachability on Treeplexes NeurIPS 2024