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Optimization

1184 directly classified papers

Papers per year

Papers

PLeaS - Merging Models with Permutations and Least Squares CVPR 2025
Linear Attention Modeling for Learned Image Compression CVPR 2025
HeMoRa: Unsupervised Heuristic Consensus Sampling for Robust Point Cloud Registration CVPR 2025
A Primal-Dual-Assisted Penalty Approach to Bilevel Optimization with Coupled Constraints NIPS 2024
Stochastic Approximation with Delayed Updates: Finite-Time Rates under Markovian Sampling AISTATS 2024
SLowcalSGD : Slow Query Points Improve Local-SGD for Stochastic Convex Optimization NIPS 2024
Multi-Head Mixture-of-Experts NIPS 2024
Learning to Solve the Constrained Most Probable Explanation Task in Probabilistic Graphical Models AISTATS 2024
Efficient LLM Scheduling by Learning to Rank NIPS 2024
Real-Time Selection Under General Constraints via Predictive Inference NIPS 2024
Structure-Preserving Physics-Informed Neural Networks with Energy or Lyapunov Structure IJCAI 2024
Vision Mamba Mender NIPS 2024
Symmetry-Informed Governing Equation Discovery NIPS 2024
PACE: Pacing Operator Learning to Accurate Optical Field Simulation for Complicated Photonic Devices NIPS 2024
Conformal Contextual Robust Optimization AISTATS 2024
Efficient Minimum Bayes Risk Decoding using Low-Rank Matrix Completion Algorithms NIPS 2024
Improved Algorithm for Adversarial Linear Mixture MDPs with Bandit Feedback and Unknown Transition AISTATS 2024
Deep Submodular Peripteral Networks NIPS 2024
A De-singularity Subgradient Approach for the Extended Weber Location Problem IJCAI 2024
Towards Efficient and Optimal Covariance-Adaptive Algorithms for Combinatorial Semi-Bandits NIPS 2024
Efficient Online Crowdsourcing with Complex Annotations AAAI 2024
Learning Distributions on Manifolds with Free-Form Flows NIPS 2024
ALPS: Improved Optimization for Highly Sparse One-Shot Pruning for Large Language Models NIPS 2024
RandNet-Parareal: a time-parallel PDE solver using Random Neural Networks NIPS 2024
Globally Q-linear Gauss-Newton Method for Overparameterized Non-convex Matrix Sensing NIPS 2024