Optimisation & control
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- PREFER: Personalized Review Summarization with Online Preference Learning
- Benchmarking quantum-annealing-based approaches for factory layout planning
- Rank-one Factored Gradient Descent without Restricted Isometry: Application to Quantum Pure State Tomography on Multi-Qubits
- The Power Watershed as a Differentiable Segmentation Layer
- Spatial Fluid-Based Energy Efficiency Analysis and Optimization of JT-CoMP in UMa/UMi mmWave Networks
- Optimization of the second Robin eigenvalue on a planar exterior domain under fixed area constraint
- Sparse Sum-of-Squares Layers for Certified Learning
- Uniform observability criteria for linear time-varying systems
- A 1.932 Guarantee for (r,Q) Policies in Continuous-Review Lost-Sales Inventory Systems
- Certifying Distributionally Robust Decisions from Projection Observations
- Non-Ergodic Markovian Mirror Descent with Unbounded Noise
- Controlled Block Proximal Linearized Method for Nonconvex and Nonsmooth Optimization
- Optimal ratcheting dividend policies with resets
- Optimal solution ranks in the Max-Cut semidefinite relaxation
- Necessary and Sufficient Conditions for Adaptive Stabilizability of Continuous-Time Markov Jump Linear Stochastic Systems
- Shaping of invariant measures of iterated function systems
- BFGS can converge to non-Clarke-stationary points with positive probability
- On the Chvátal-Gomory Closure of Integer Quadratic Programs
- A superprocess model for eDNA transport in random river environment
- A Nonconvex Framework for Joint Sparse Sample Weighting and Parameter Estimation
- When Momentum Helps Polyak--Ruppert Averaging
- Geometry-Dependent Approximation for Non-Monotone k-Submodular Maximization
- The Critical Line Algorithm and the Constrained LASSO: One Curve, Two Literatures
- The Tamed Subgradient Unadjusted Langevin Algorithm beyond Convexity
- Convergence Analysis via ODE Approach for Convex Optimization with Linear Equality Constraints