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Continuous Optimization

3907 directly classified papers

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Papers

DAGMA: Learning DAGs via M-matrices and a Log-Determinant Acyclicity Characterization NIPS 2022
High-dimensional Additive Gaussian Processes under Monotonicity Constraints NIPS 2022
Giga-scale Kernel Matrix-Vector Multiplication on GPU NIPS 2022
Scale-invariant Learning by Physics Inversion NIPS 2022
Fused Orthogonal Alternating Least Squares for Tensor Clustering NIPS 2022
Distributed Distributionally Robust Optimization with Non-Convex Objectives NIPS 2022
Learning Mixed Multinomial Logits with Provable Guarantees NIPS 2022
Certifying Robust Graph Classification under Orthogonal Gromov-Wasserstein Threats NIPS 2022
Differentiable Analog Quantum Computing for Optimization and Control NIPS 2022
ARCS: Accurate Rotation and Correspondence Search CVPR 2022
Optimal Compression of Locally Differentially Private Mechanisms AISTATS 2022
k-Pareto Optimality-Based Sorting with Maximization of Choice AISTATS 2022
Dynamic Tensor Product Regression NIPS 2022
On the Oracle Complexity of Higher-Order Smooth Non-Convex Finite-Sum Optimization AISTATS 2022
Fast and accurate optimization on the orthogonal manifold without retraction AISTATS 2022
Exploitability Minimization in Games and Beyond NIPS 2022
Safety Guarantees for Neural Network Dynamic Systems via Stochastic Barrier Functions NIPS 2022
Optimal Comparator Adaptive Online Learning with Switching Cost NIPS 2022
Fixed Support Tree-Sliced Wasserstein Barycenter AISTATS 2022
A View of Exact Inference in Graphs from the Degree-4 Sum-of-Squares Hierarchy AISTATS 2022
Faster One-Sample Stochastic Conditional Gradient Method for Composite Convex Minimization AISTATS 2022
Stochastic Continuous Submodular Maximization: Boosting via Non-oblivious Function ICML 2022
Theory and Approximate Solvers for Branched Optimal Transport with Multiple Sources NIPS 2022
Coresets for Relational Data and The Applications NIPS 2022
Solving Stackelberg Prediction Game with Least Squares Loss via Spherically Constrained Least Squares Reformulation ICML 2022