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Optimization

1203 directly classified papers

Papers per year

Papers

SBO-RNN: Reformulating Recurrent Neural Networks via Stochastic Bilevel Optimization NIPS 2021
Rank Overspecified Robust Matrix Recovery: Subgradient Method and Exact Recovery NIPS 2021
Minimax Adaptive Control for a Finite Set of Linear Systems L4DC 2021
Smooth Convex Optimization Using Sub-Zeroth-Order Oracles AAAI 2021
PICCOLO: Point Cloud-Centric Omnidirectional Localization ICCV 2021
Path Length Bounds for Gradient Descent and Flow JMLR 2021
Optimization with Momentum: Dynamical, Control-Theoretic, and Symplectic Perspectives JMLR 2021
L-SVRG and L-Katyusha with Arbitrary Sampling JMLR 2021
A Lyapunov Analysis of Accelerated Methods in Optimization JMLR 2021
Are We Forgetting about Compositional Optimisers in Bayesian Optimisation? JMLR 2021
Data-Driven System Level Synthesis L4DC 2021
Non-conservative Design of Robust Tracking Controllers Based on Input-output Data L4DC 2021
Fast and Feature-Complete Differentiable Physics Engine for Articulated Rigid Bodies with Contact Constraints RSS 2021
Crystallization Learning with the Delaunay Triangulation ICML 2021
The ensmallen library for flexible numerical optimization JMLR 2021
Learn2Hop: Learned Optimization on Rough Landscapes ICML 2021
Perturbation-based Regret Analysis of Predictive Control in Linear Time Varying Systems NIPS 2021
Near-Optimal Data Source Selection for Bayesian Learning L4DC 2021
Searching for More Efficient Dynamic Programs EMNLP 2021
Don’t Search for a Search Method — Simple Heuristics Suffice for Adversarial Text Attacks EMNLP 2021
As You Like It: Localization via Paired Comparisons JMLR 2021
Compressed Maximum Likelihood ICML 2021
Stable Online Control of Linear Time-Varying Systems L4DC 2021
Indoor Lighting Estimation Using an Event Camera CVPR 2021
Hybrid Rotation Averaging: A Fast and Robust Rotation Averaging Approach CVPR 2021