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Optimization

1203 directly classified papers

Papers per year

Papers

On Uninformative Optimal Policies in Adaptive LQR with Unknown B-Matrix L4DC 2021
AligNarr: Aligning Narratives on Movies ACL 2021
Data-Driven System Level Synthesis L4DC 2021
Non-conservative Design of Robust Tracking Controllers Based on Input-output Data L4DC 2021
Perturbation-based Regret Analysis of Predictive Control in Linear Time Varying Systems NIPS 2021
GIBBON: General-purpose Information-Based Bayesian Optimisation JMLR 2021
On ADMM in Deep Learning: Convergence and Saturation-Avoidance JMLR 2021
As You Like It: Localization via Paired Comparisons JMLR 2021
The ensmallen library for flexible numerical optimization JMLR 2021
Are We Forgetting about Compositional Optimisers in Bayesian Optimisation? JMLR 2021
A Lyapunov Analysis of Accelerated Methods in Optimization JMLR 2021
L-SVRG and L-Katyusha with Arbitrary Sampling JMLR 2021
Optimization with Momentum: Dynamical, Control-Theoretic, and Symplectic Perspectives JMLR 2021
Path Length Bounds for Gradient Descent and Flow JMLR 2021
Square Root Bundle Adjustment for Large-Scale Reconstruction CVPR 2021
Crossing Cuts Polygonal Puzzles: Models and Solvers CVPR 2021
Rank-One Prior: Toward Real-Time Scene Recovery CVPR 2021
Affine Invariant Analysis of Frank-Wolfe on Strongly Convex Sets ICML 2021
Optimal regret algorithm for Pseudo-1d Bandit Convex Optimization ICML 2021
Oblivious Sketching-based Central Path Method for Linear Programming ICML 2021
Decision-Making Under Selective Labels: Optimal Finite-Domain Policies and Beyond ICML 2021
Learner-Private Convex Optimization ICML 2021
Federated Composite Optimization ICML 2021
Optimal Non-Convex Exact Recovery in Stochastic Block Model via Projected Power Method ICML 2021
An Integer Linear Programming Framework for Mining Constraints from Data ICML 2021