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Optimization

1203 directly classified papers

Papers per year

Papers

Optimization with Momentum: Dynamical, Control-Theoretic, and Symplectic Perspectives JMLR 2021
Path Length Bounds for Gradient Descent and Flow JMLR 2021
AligNarr: Aligning Narratives on Movies ACL 2021
Personalized Extractive Summarization Using an Ising Machine Towards Real-time Generation of Efficient and Coherent Dialogue Scenarios EMNLP 2021
Square Root Bundle Adjustment for Large-Scale Reconstruction CVPR 2021
Rotation Averaging in a Split Second: A Primal-Dual Method and a Closed-Form for Cycle Graphs ICCV 2021
SBO-RNN: Reformulating Recurrent Neural Networks via Stochastic Bilevel Optimization NIPS 2021
Instance Specific Approximations for Submodular Maximization ICML 2021
Thompson Sampling Algorithms for Cascading Bandits JMLR 2021
Facility’s Perspective to Fair Facility Location Problems AAAI 2021
Minimax Adaptive Control for a Finite Set of Linear Systems L4DC 2021
Revisiting the Role of Euler Numerical Integration on Acceleration and Stability in Convex Optimization AISTATS 2021
Robust Learning under Strong Noise via SQs AISTATS 2021
A Kernel-Based Approach to Non-Stationary Reinforcement Learning in Metric Spaces AISTATS 2021
Mirrorless Mirror Descent: A Natural Derivation of Mirror Descent AISTATS 2021
On the Minimax Optimality of the EM Algorithm for Learning Two-Component Mixed Linear Regression AISTATS 2021
The Sample Complexity of Level Set Approximation AISTATS 2021
Near-Optimal Data Source Selection for Bayesian Learning L4DC 2021
CWY Parametrization: a Solution for Parallelized Optimization of Orthogonal and Stiefel Matrices AISTATS 2021
Counterfactual Explanations for Optimization-Based Decisions in the Context of the GDPR IJCAI 2021
LTL-Constrained Steady-State Policy Synthesis IJCAI 2021
Stable Online Control of Linear Time-Varying Systems L4DC 2021
Symbolic Dynamic Programming for Continuous State MDPs with Linear Program Transitions IJCAI 2021
Primal-dual Learning for the Model-free Risk-constrained Linear Quadratic Regulator L4DC 2021
Noise Robust Pitch Stylization Using Minimum Mean Absolute Error Criterion INTERSPEECH 2021